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Fix checkpoint and save from local file#74

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danielhanchen merged 2 commits into
unslothai:nightlyfrom
Erland366:fix/save_and_checkpointing
Mar 18, 2025
Merged

Fix checkpoint and save from local file#74
danielhanchen merged 2 commits into
unslothai:nightlyfrom
Erland366:fix/save_and_checkpointing

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@Erland366 Erland366 commented Mar 14, 2025

Based on this unslothai/unsloth#2013 . User cannot merge if they load the model from local, this is because model.config._name_or_path or model.peft_config.base_model_name_or_path will changed into the local path itself even though it's actually pointing to the repo in the huggingface repo.

Therefore, the fix is to manually read the config.json or adapter_config.json and infer the actual original huggingface repo from there.

Also while debugging this, I found an error when the gradient checkpointing on Qwen 2 VL 2B, it tries to put the checkpointing here -> Unsloth: Making model.base_model.model.visual require **gradients**, but this layer is a LoRA-ed layer, therefore it's an uint8 datatype and cannot be placed as checkpointing. Which makes training or inference error, therefore I put another safety which sees whether the tensor that we want to put checkpoint is a floating data type or not.

@danielhanchen danielhanchen changed the base branch from main to nightly March 18, 2025 07:06
@danielhanchen danielhanchen merged commit a6fedb6 into unslothai:nightly Mar 18, 2025
danielhanchen added a commit that referenced this pull request Mar 18, 2025
@danielhanchen @void-mckenzie @Erland366
Many bug fixes (#83)
494cbb7 
* Update compiler.py

* debugging

* remove debugging

* num items in batch

* Update compiler.py

* Update compiler.py

* Update compiler.py

* Update compiler.py

* Update compiler.py

* Update compiler.py

* Update compiler.py

* Update compiler.py

* Update compiler.py

* Update compiler.py

* Update compiler.py

* Update compiler.py

* Update compiler.py

* Update compiler.py

* Update compiler.py

* Update compiler.py

* Update compiler.py

* Update compiler.py

* Update compiler.py

* Update compiler.py

* Update compiler.py

* Update compiler.py

* Update compiler.py

* Update compiler.py

* Update compiler.py

* logs

* Update patching_utils.py

* VLM attention mask

* Update loss_utils.py

* Update loss_utils.py

* Update loss_utils.py

* Update loss_utils.py

* Update loss_utils.py

* Update loss_utils.py

* Recheck

* Update compiler.py

* Update patching_utils.py

* Update patching_utils.py

* Update patching_utils.py

* Update patching_utils.py

* Update compiler.py

* Update patching_utils.py

* suppress errors

* Update compiler.py

* Update patching_utils.py

* Update compiler.py

* Update patching_utils.py

* Update patching_utils.py

* Update patching_utils.py

* Update peft_utils.py

* Update compiler.py

* Update loss_utils.py

* Update loss_utils.py

* Update compiler.py

* Update compiler.py

* Update compiler.py

* Update compiler.py

* Update compiler.py

* Update compiler.py

* Update compiler.py

* bug fixes

* Update compiler.py

* Update compiler.py

* Update vision_utils.py

* Update compiler.py

* Update loss_utils.py

* Update loss_utils.py

* Update loss_utils.py

* Update loss_utils.py

* Bug fixes

* Update dataset_utils.py

* Update dataset_utils.py

* Update dataset_utils.py

* Update dataset_utils.py

* Update dataset_utils.py

* Update compiler.py

* Update compiler.py

* Update compiler.py

* Update compiler.py

* Update loss_utils.py

* Update loss_utils.py

* gpu_memory_utilization

* Update temporary_patches.py

* Update vision_utils.py

* Update vision_utils.py

* Update vision_utils.py

* Update vision_utils.py

* Update vision_utils.py

* Update vision_utils.py

* Update vision_utils.py

* Update vision_utils.py

* train on completions VLMs

* Update dataset_utils.py

* Update dataset_utils.py

* Update dataset_utils.py

* Update dataset_utils.py

* VLM train only on completions

* Update loss_utils.py

* Update dataset_utils.py

* Update compiler.py

* Update compiler.py

* Update compiler.py

* Update compiler.py

* Update compiler.py

* Update compiler.py

* Update compiler.py

* Update saving_utils.py

* Update llama_cpp.py

* Update llama_cpp.py

* Update saving_utils.py

* Update saving_utils.py

* Update __init__.py

* Update compiler.py

* Update loss_utils.py

* Update compiler.py

* Update loss_utils.py

* Update loss_utils.py

* Update llama_cpp.py

* Update loss_utils.py

* Update compiler.py

* Update llama_cpp.py

* Update compiler.py

* Update vllm_utils.py

* Update rl_replacements.py

* Update rl_replacements.py

* Update rl_replacements.py

* Update rl_replacements.py

* Update rl_replacements.py

* Update rl_replacements.py

* Update training_utils.py

* Update dataset_utils.py

* Update dataset_utils.py

* Revert "Update dataset_utils.py"

This reverts commit 3b690ad.

* Update temporary_patches.py

* Update temporary_patches.py

* Update temporary_patches.py

* Update temporary_patches.py

* Update temporary_patches.py

* Update temporary_patches.py

* Update compiler.py

* Update compiler.py

* Remove prints

* Update compiler.py

* Update saving_utils.py

* Update temporary_patches.py

* Update __init__.py

* Update pyproject.toml

* Update vllm_utils.py

* bug fix #2008 unsloth issue - load_in_4bit = True + fast_inference = True (#79)

* bug fix #2008 unsloth

* non-quant dtype fix

* Update vllm_utils.py

---------

Co-authored-by: Daniel Han <danielhanchen@gmail.com>

* Update dataset_utils.py

* Update compiler.py

* Update temporary_patches.py

* Gemma 3 fixes

* Update temporary_patches.py

* Update compiler.py

* Update compiler.py

* Gemma 3 fixes

* Update patching_utils.py

* Update compiler.py

* Update compiler.py

* Update patching_utils.py

* Update temporary_patches.py

* Update compiler.py

* Update compiler.py

* Update temporary_patches.py

* Update temporary_patches.py

* Update temporary_patches.py

* Update temporary_patches.py

* Update temporary_patches.py

* Update temporary_patches.py

* Update temporary_patches.py

* Update temporary_patches.py

* Update compiler.py

* Update compiler.py

* Update compiler.py

* Update compiler.py

* Update compiler.py

* Update compiler.py

* Update compiler.py

* Update compiler.py

* Update compiler.py

* Update compiler.py

* Update compiler.py

* Update compiler.py

* Update compiler.py

* Update compiler.py

* Update compiler.py

* Update compiler.py

* Update compiler.py

* Update compiler.py

* Update compiler.py

* compiler

* Update gradient_checkpointing.py

* Update temporary_patches.py

* Update temporary_patches.py

* Update temporary_patches.py

* Update temporary_patches.py

* Update temporary_patches.py

* Update temporary_patches.py

* Update temporary_patches.py

* Update temporary_patches.py

* Update temporary_patches.py

* Update temporary_patches.py

* Update temporary_patches.py

* Update temporary_patches.py

* Update temporary_patches.py

* Update temporary_patches.py

* Update temporary_patches.py

* Update temporary_patches.py

* Update temporary_patches.py

* Update temporary_patches.py

* Update temporary_patches.py

* causal mask dtype

* Fix checkpoint and save from local file (#74)

* Enhance gradient checkpointing and add original model ID retrieval in saving utilities

* In case adapter_config.json as well

* Update patching_utils.py

* Update patching_utils.py

* Update temporary_patches.py

* Update temporary_patches.py

* Update compiler.py

* Update loss_utils.py

* Update compiler.py

* Update vllm_utils.py

* Update compiler.py

* Update peft_utils.py

* Update rl_replacements.py

* Update vllm_utils.py

* Update temporary_patches.py

* Update temporary_patches.py

* Update temporary_patches.py

* Update temporary_patches.py

* Update temporary_patches.py

* Update temporary_patches.py

* Update temporary_patches.py

* Update temporary_patches.py

* Update temporary_patches.py

* Update temporary_patches.py

* Update temporary_patches.py

* Update temporary_patches.py

* Update temporary_patches.py

* Update temporary_patches.py

---------

Co-authored-by: Mukkesh Ganesh <mukmckenzie@gmail.com>
Co-authored-by: Edd <68678137+Erland366@users.noreply.github.com>
danielhanchen added a commit that referenced this pull request Mar 19, 2025
@danielhanchen @void-mckenzie @Erland366
Bug fixes (#86)
31b6354 
* Update loss_utils.py

* Update loss_utils.py

* Update loss_utils.py

* Update loss_utils.py

* Recheck

* Update compiler.py

* Update patching_utils.py

* Update patching_utils.py

* Update patching_utils.py

* Update patching_utils.py

* Update compiler.py

* Update patching_utils.py

* suppress errors

* Update compiler.py

* Update patching_utils.py

* Update compiler.py

* Update patching_utils.py

* Update patching_utils.py

* Update patching_utils.py

* Update peft_utils.py

* Update compiler.py

* Update loss_utils.py

* Update loss_utils.py

* Update compiler.py

* Update compiler.py

* Update compiler.py

* Update compiler.py

* Update compiler.py

* Update compiler.py

* Update compiler.py

* bug fixes

* Update compiler.py

* Update compiler.py

* Update vision_utils.py

* Update compiler.py

* Update loss_utils.py

* Update loss_utils.py

* Update loss_utils.py

* Update loss_utils.py

* Bug fixes

* Update dataset_utils.py

* Update dataset_utils.py

* Update dataset_utils.py

* Update dataset_utils.py

* Update dataset_utils.py

* Update compiler.py

* Update compiler.py

* Update compiler.py

* Update compiler.py

* Update loss_utils.py

* Update loss_utils.py

* gpu_memory_utilization

* Update temporary_patches.py

* Update vision_utils.py

* Update vision_utils.py

* Update vision_utils.py

* Update vision_utils.py

* Update vision_utils.py

* Update vision_utils.py

* Update vision_utils.py

* Update vision_utils.py

* train on completions VLMs

* Update dataset_utils.py

* Update dataset_utils.py

* Update dataset_utils.py

* Update dataset_utils.py

* VLM train only on completions

* Update loss_utils.py

* Update dataset_utils.py

* Update compiler.py

* Update compiler.py

* Update compiler.py

* Update compiler.py

* Update compiler.py

* Update compiler.py

* Update compiler.py

* Update saving_utils.py

* Update llama_cpp.py

* Update llama_cpp.py

* Update saving_utils.py

* Update saving_utils.py

* Update __init__.py

* Update compiler.py

* Update loss_utils.py

* Update compiler.py

* Update loss_utils.py

* Update loss_utils.py

* Update llama_cpp.py

* Update loss_utils.py

* Update compiler.py

* Update llama_cpp.py

* Update compiler.py

* Update vllm_utils.py

* Update rl_replacements.py

* Update rl_replacements.py

* Update rl_replacements.py

* Update rl_replacements.py

* Update rl_replacements.py

* Update rl_replacements.py

* Update training_utils.py

* Update dataset_utils.py

* Update dataset_utils.py

* Revert "Update dataset_utils.py"

This reverts commit 3b690ad.

* Update temporary_patches.py

* Update temporary_patches.py

* Update temporary_patches.py

* Update temporary_patches.py

* Update temporary_patches.py

* Update temporary_patches.py

* Update compiler.py

* Update compiler.py

* Remove prints

* Update compiler.py

* Update saving_utils.py

* Update temporary_patches.py

* Update __init__.py

* Update pyproject.toml

* Update vllm_utils.py

* bug fix #2008 unsloth issue - load_in_4bit = True + fast_inference = True (#79)

* bug fix #2008 unsloth

* non-quant dtype fix

* Update vllm_utils.py

---------

Co-authored-by: Daniel Han <danielhanchen@gmail.com>

* Update dataset_utils.py

* Update compiler.py

* Update temporary_patches.py

* Gemma 3 fixes

* Update temporary_patches.py

* Update compiler.py

* Update compiler.py

* Gemma 3 fixes

* Update patching_utils.py

* Update compiler.py

* Update compiler.py

* Update patching_utils.py

* Update temporary_patches.py

* Update compiler.py

* Update compiler.py

* Update temporary_patches.py

* Update temporary_patches.py

* Update temporary_patches.py

* Update temporary_patches.py

* Update temporary_patches.py

* Update temporary_patches.py

* Update temporary_patches.py

* Update temporary_patches.py

* Update compiler.py

* Update compiler.py

* Update compiler.py

* Update compiler.py

* Update compiler.py

* Update compiler.py

* Update compiler.py

* Update compiler.py

* Update compiler.py

* Update compiler.py

* Update compiler.py

* Update compiler.py

* Update compiler.py

* Update compiler.py

* Update compiler.py

* Update compiler.py

* Update compiler.py

* Update compiler.py

* Update compiler.py

* compiler

* Update gradient_checkpointing.py

* Update temporary_patches.py

* Update temporary_patches.py

* Update temporary_patches.py

* Update temporary_patches.py

* Update temporary_patches.py

* Update temporary_patches.py

* Update temporary_patches.py

* Update temporary_patches.py

* Update temporary_patches.py

* Update temporary_patches.py

* Update temporary_patches.py

* Update temporary_patches.py

* Update temporary_patches.py

* Update temporary_patches.py

* Update temporary_patches.py

* Update temporary_patches.py

* Update temporary_patches.py

* Update temporary_patches.py

* Update temporary_patches.py

* causal mask dtype

* Fix checkpoint and save from local file (#74)

* Enhance gradient checkpointing and add original model ID retrieval in saving utilities

* In case adapter_config.json as well

* Update patching_utils.py

* Update patching_utils.py

* Update temporary_patches.py

* Update temporary_patches.py

* Update compiler.py

* Update loss_utils.py

* Update compiler.py

* Update vllm_utils.py

* Update compiler.py

* Update peft_utils.py

* Update rl_replacements.py

* Update vllm_utils.py

* Update temporary_patches.py

* Update temporary_patches.py

* Update temporary_patches.py

* Update temporary_patches.py

* Update temporary_patches.py

* Update temporary_patches.py

* Update temporary_patches.py

* Update temporary_patches.py

* Update temporary_patches.py

* Update temporary_patches.py

* Update temporary_patches.py

* Update temporary_patches.py

* Update temporary_patches.py

* Update temporary_patches.py

* Update compiler.py

* Update vllm_lora_worker_manager.py

* Update utils.py

* Update temporary_patches.py

* Update temporary_patches.py

* Update temporary_patches.py

* Update temporary_patches.py

* Update temporary_patches.py

* Update temporary_patches.py

* Update temporary_patches.py

* Update temporary_patches.py

* Update temporary_patches.py

* Update temporary_patches.py

* Update vllm_utils.py

* Update vllm_utils.py

* Update vllm_utils.py

* Update vllm_utils.py

* Update dataset_utils.py

* bidirectional attention

* Update vllm_utils.py

* Update __init__.py

* Update temporary_patches.py

* Update temporary_patches.py

* Update temporary_patches.py

* Update vllm_utils.py

* Update vllm_utils.py

* Update vllm_utils.py

* Update vllm_utils.py

* Update vllm_utils.py

* Update vllm_utils.py

* Update vllm_lora_worker_manager.py

* Update vllm_lora_worker_manager.py

* Update vllm_lora_worker_manager.py

---------

Co-authored-by: Mukkesh Ganesh <mukmckenzie@gmail.com>
Co-authored-by: Edd <68678137+Erland366@users.noreply.github.com>
danielhanchen added a commit that referenced this pull request Mar 22, 2025
@danielhanchen @void-mckenzie
@Erland366 @bradhilton @SpaceHunterInf
Fix transformers 4.45 (#93)
263382f 
* Update compiler.py

* Update patching_utils.py

* Update patching_utils.py

* Update patching_utils.py

* Update peft_utils.py

* Update compiler.py

* Update loss_utils.py

* Update loss_utils.py

* Update compiler.py

* Update compiler.py

* Update compiler.py

* Update compiler.py

* Update compiler.py

* Update compiler.py

* Update compiler.py

* bug fixes

* Update compiler.py

* Update compiler.py

* Update vision_utils.py

* Update compiler.py

* Update loss_utils.py

* Update loss_utils.py

* Update loss_utils.py

* Update loss_utils.py

* Bug fixes

* Update dataset_utils.py

* Update dataset_utils.py

* Update dataset_utils.py

* Update dataset_utils.py

* Update dataset_utils.py

* Update compiler.py

* Update compiler.py

* Update compiler.py

* Update compiler.py

* Update loss_utils.py

* Update loss_utils.py

* gpu_memory_utilization

* Update temporary_patches.py

* Update vision_utils.py

* Update vision_utils.py

* Update vision_utils.py

* Update vision_utils.py

* Update vision_utils.py

* Update vision_utils.py

* Update vision_utils.py

* Update vision_utils.py

* train on completions VLMs

* Update dataset_utils.py

* Update dataset_utils.py

* Update dataset_utils.py

* Update dataset_utils.py

* VLM train only on completions

* Update loss_utils.py

* Update dataset_utils.py

* Update compiler.py

* Update compiler.py

* Update compiler.py

* Update compiler.py

* Update compiler.py

* Update compiler.py

* Update compiler.py

* Update saving_utils.py

* Update llama_cpp.py

* Update llama_cpp.py

* Update saving_utils.py

* Update saving_utils.py

* Update __init__.py

* Update compiler.py

* Update loss_utils.py

* Update compiler.py

* Update loss_utils.py

* Update loss_utils.py

* Update llama_cpp.py

* Update loss_utils.py

* Update compiler.py

* Update llama_cpp.py

* Update compiler.py

* Update vllm_utils.py

* Update rl_replacements.py

* Update rl_replacements.py

* Update rl_replacements.py

* Update rl_replacements.py

* Update rl_replacements.py

* Update rl_replacements.py

* Update training_utils.py

* Update dataset_utils.py

* Update dataset_utils.py

* Revert "Update dataset_utils.py"

This reverts commit 3b690ad.

* Update temporary_patches.py

* Update temporary_patches.py

* Update temporary_patches.py

* Update temporary_patches.py

* Update temporary_patches.py

* Update temporary_patches.py

* Update compiler.py

* Update compiler.py

* Remove prints

* Update compiler.py

* Update saving_utils.py

* Update temporary_patches.py

* Update __init__.py

* Update pyproject.toml

* Update vllm_utils.py

* bug fix #2008 unsloth issue - load_in_4bit = True + fast_inference = True (#79)

* bug fix #2008 unsloth

* non-quant dtype fix

* Update vllm_utils.py

---------

Co-authored-by: Daniel Han <danielhanchen@gmail.com>

* Update dataset_utils.py

* Update compiler.py

* Update temporary_patches.py

* Gemma 3 fixes

* Update temporary_patches.py

* Update compiler.py

* Update compiler.py

* Gemma 3 fixes

* Update patching_utils.py

* Update compiler.py

* Update compiler.py

* Update patching_utils.py

* Update temporary_patches.py

* Update compiler.py

* Update compiler.py

* Update temporary_patches.py

* Update temporary_patches.py

* Update temporary_patches.py

* Update temporary_patches.py

* Update temporary_patches.py

* Update temporary_patches.py

* Update temporary_patches.py

* Update temporary_patches.py

* Update compiler.py

* Update compiler.py

* Update compiler.py

* Update compiler.py

* Update compiler.py

* Update compiler.py

* Update compiler.py

* Update compiler.py

* Update compiler.py

* Update compiler.py

* Update compiler.py

* Update compiler.py

* Update compiler.py

* Update compiler.py

* Update compiler.py

* Update compiler.py

* Update compiler.py

* Update compiler.py

* Update compiler.py

* compiler

* Update gradient_checkpointing.py

* Update temporary_patches.py

* Update temporary_patches.py

* Update temporary_patches.py

* Update temporary_patches.py

* Update temporary_patches.py

* Update temporary_patches.py

* Update temporary_patches.py

* Update temporary_patches.py

* Update temporary_patches.py

* Update temporary_patches.py

* Update temporary_patches.py

* Update temporary_patches.py

* Update temporary_patches.py

* Update temporary_patches.py

* Update temporary_patches.py

* Update temporary_patches.py

* Update temporary_patches.py

* Update temporary_patches.py

* Update temporary_patches.py

* causal mask dtype

* Fix checkpoint and save from local file (#74)

* Enhance gradient checkpointing and add original model ID retrieval in saving utilities

* In case adapter_config.json as well

* Update patching_utils.py

* Update patching_utils.py

* Update temporary_patches.py

* Update temporary_patches.py

* Update compiler.py

* Update loss_utils.py

* Update compiler.py

* Update vllm_utils.py

* Update compiler.py

* Update peft_utils.py

* Update rl_replacements.py

* Update vllm_utils.py

* Update temporary_patches.py

* Update temporary_patches.py

* Update temporary_patches.py

* Update temporary_patches.py

* Update temporary_patches.py

* Update temporary_patches.py

* Update temporary_patches.py

* Update temporary_patches.py

* Update temporary_patches.py

* Update temporary_patches.py

* Update temporary_patches.py

* Update temporary_patches.py

* Update temporary_patches.py

* Update temporary_patches.py

* Update compiler.py

* Update vllm_lora_worker_manager.py

* Update utils.py

* Update temporary_patches.py

* Update temporary_patches.py

* Update temporary_patches.py

* Update temporary_patches.py

* Update temporary_patches.py

* Update temporary_patches.py

* Update temporary_patches.py

* Update temporary_patches.py

* Update temporary_patches.py

* Update temporary_patches.py

* Update vllm_utils.py

* Update vllm_utils.py

* Update vllm_utils.py

* Update vllm_utils.py

* Update dataset_utils.py

* bidirectional attention

* Update vllm_utils.py

* Update __init__.py

* Update temporary_patches.py

* Update temporary_patches.py

* Update temporary_patches.py

* Update vllm_utils.py

* Update vllm_utils.py

* Update vllm_utils.py

* Update vllm_utils.py

* Update vllm_utils.py

* Update vllm_utils.py

* Update vllm_lora_worker_manager.py

* Update vllm_lora_worker_manager.py

* Update vllm_lora_worker_manager.py

* Update temporary_patches.py

* Update temporary_patches.py

* Update temporary_patches.py

* Update temporary_patches.py

* Update loss_utils.py

* Update loss_utils.py

* Update loss_utils.py

* Update loss_utils.py

* Update loss_utils.py

* Update __init__.py

* fix: AsyncLLMEngine bugs (#82)

* fixed a typo in L119, removing unnecessary len() (#84)

Co-authored-by: Xiaochen Zhu <xz479@cl.cam.ac.uk>

---------

Co-authored-by: Mukkesh Ganesh <mukmckenzie@gmail.com>
Co-authored-by: Edd <68678137+Erland366@users.noreply.github.com>
Co-authored-by: Brad Hilton <brad.hilton.nw@gmail.com>
Co-authored-by: SpaceHunter <30568250+SpaceHunterInf@users.noreply.github.com>
Co-authored-by: Xiaochen Zhu <xz479@cl.cam.ac.uk>
danielhanchen added a commit that referenced this pull request Mar 26, 2025
@danielhanchen @void-mckenzie
@Erland366 @bradhilton @SpaceHunterInf @rolandtannous @mmathew23 @shimmyshimmer @5k5000 @marcandrelarochelle
Fix Bugs (#101)
4a66f8b 
* Update dataset_utils.py

* Update dataset_utils.py

* Update compiler.py

* Update compiler.py

* Update compiler.py

* Update compiler.py

* Update loss_utils.py

* Update loss_utils.py

* gpu_memory_utilization

* Update temporary_patches.py

* Update vision_utils.py

* Update vision_utils.py

* Update vision_utils.py

* Update vision_utils.py

* Update vision_utils.py

* Update vision_utils.py

* Update vision_utils.py

* Update vision_utils.py

* train on completions VLMs

* Update dataset_utils.py

* Update dataset_utils.py

* Update dataset_utils.py

* Update dataset_utils.py

* VLM train only on completions

* Update loss_utils.py

* Update dataset_utils.py

* Update compiler.py

* Update compiler.py

* Update compiler.py

* Update compiler.py

* Update compiler.py

* Update compiler.py

* Update compiler.py

* Update saving_utils.py

* Update llama_cpp.py

* Update llama_cpp.py

* Update saving_utils.py

* Update saving_utils.py

* Update __init__.py

* Update compiler.py

* Update loss_utils.py

* Update compiler.py

* Update loss_utils.py

* Update loss_utils.py

* Update llama_cpp.py

* Update loss_utils.py

* Update compiler.py

* Update llama_cpp.py

* Update compiler.py

* Update vllm_utils.py

* Update rl_replacements.py

* Update rl_replacements.py

* Update rl_replacements.py

* Update rl_replacements.py

* Update rl_replacements.py

* Update rl_replacements.py

* Update training_utils.py

* Update dataset_utils.py

* Update dataset_utils.py

* Revert "Update dataset_utils.py"

This reverts commit 3b690ad.

* Update temporary_patches.py

* Update temporary_patches.py

* Update temporary_patches.py

* Update temporary_patches.py

* Update temporary_patches.py

* Update temporary_patches.py

* Update compiler.py

* Update compiler.py

* Remove prints

* Update compiler.py

* Update saving_utils.py

* Update temporary_patches.py

* Update __init__.py

* Update pyproject.toml

* Update vllm_utils.py

* bug fix #2008 unsloth issue - load_in_4bit = True + fast_inference = True (#79)

* bug fix #2008 unsloth

* non-quant dtype fix

* Update vllm_utils.py

---------

Co-authored-by: Daniel Han <danielhanchen@gmail.com>

* Update dataset_utils.py

* Update compiler.py

* Update temporary_patches.py

* Gemma 3 fixes

* Update temporary_patches.py

* Update compiler.py

* Update compiler.py

* Gemma 3 fixes

* Update patching_utils.py

* Update compiler.py

* Update compiler.py

* Update patching_utils.py

* Update temporary_patches.py

* Update compiler.py

* Update compiler.py

* Update temporary_patches.py

* Update temporary_patches.py

* Update temporary_patches.py

* Update temporary_patches.py

* Update temporary_patches.py

* Update temporary_patches.py

* Update temporary_patches.py

* Update temporary_patches.py

* Update compiler.py

* Update compiler.py

* Update compiler.py

* Update compiler.py

* Update compiler.py

* Update compiler.py

* Update compiler.py

* Update compiler.py

* Update compiler.py

* Update compiler.py

* Update compiler.py

* Update compiler.py

* Update compiler.py

* Update compiler.py

* Update compiler.py

* Update compiler.py

* Update compiler.py

* Update compiler.py

* Update compiler.py

* compiler

* Update gradient_checkpointing.py

* Update temporary_patches.py

* Update temporary_patches.py

* Update temporary_patches.py

* Update temporary_patches.py

* Update temporary_patches.py

* Update temporary_patches.py

* Update temporary_patches.py

* Update temporary_patches.py

* Update temporary_patches.py

* Update temporary_patches.py

* Update temporary_patches.py

* Update temporary_patches.py

* Update temporary_patches.py

* Update temporary_patches.py

* Update temporary_patches.py

* Update temporary_patches.py

* Update temporary_patches.py

* Update temporary_patches.py

* Update temporary_patches.py

* causal mask dtype

* Fix checkpoint and save from local file (#74)

* Enhance gradient checkpointing and add original model ID retrieval in saving utilities

* In case adapter_config.json as well

* Update patching_utils.py

* Update patching_utils.py

* Update temporary_patches.py

* Update temporary_patches.py

* Update compiler.py

* Update loss_utils.py

* Update compiler.py

* Update vllm_utils.py

* Update compiler.py

* Update peft_utils.py

* Update rl_replacements.py

* Update vllm_utils.py

* Update temporary_patches.py

* Update temporary_patches.py

* Update temporary_patches.py

* Update temporary_patches.py

* Update temporary_patches.py

* Update temporary_patches.py

* Update temporary_patches.py

* Update temporary_patches.py

* Update temporary_patches.py

* Update temporary_patches.py

* Update temporary_patches.py

* Update temporary_patches.py

* Update temporary_patches.py

* Update temporary_patches.py

* Update compiler.py

* Update vllm_lora_worker_manager.py

* Update utils.py

* Update temporary_patches.py

* Update temporary_patches.py

* Update temporary_patches.py

* Update temporary_patches.py

* Update temporary_patches.py

* Update temporary_patches.py

* Update temporary_patches.py

* Update temporary_patches.py

* Update temporary_patches.py

* Update temporary_patches.py

* Update vllm_utils.py

* Update vllm_utils.py

* Update vllm_utils.py

* Update vllm_utils.py

* Update dataset_utils.py

* bidirectional attention

* Update vllm_utils.py

* Update __init__.py

* Update temporary_patches.py

* Update temporary_patches.py

* Update temporary_patches.py

* Update vllm_utils.py

* Update vllm_utils.py

* Update vllm_utils.py

* Update vllm_utils.py

* Update vllm_utils.py

* Update vllm_utils.py

* Update vllm_lora_worker_manager.py

* Update vllm_lora_worker_manager.py

* Update vllm_lora_worker_manager.py

* Update temporary_patches.py

* Update temporary_patches.py

* Update temporary_patches.py

* Update temporary_patches.py

* Update loss_utils.py

* Update loss_utils.py

* Update loss_utils.py

* Update loss_utils.py

* Update loss_utils.py

* Update __init__.py

* fix: AsyncLLMEngine bugs (#82)

* fixed a typo in L119, removing unnecessary len() (#84)

Co-authored-by: Xiaochen Zhu <xz479@cl.cam.ac.uk>

* Fix gradient checkpointing warning filter implementation

* Input grads fix for gemma3 (#96)

* gemma require gradients fix

* Update peft_utils.py

---------

Co-authored-by: Daniel Han <danielhanchen@gmail.com>

* Update vision_utils.py

* Vision requires grad

* Check SDPA for Mistral / Pixtral

* Update compiler.py

* Update vision_utils.py

* Update vision_utils.py

* Update vision_utils.py

* Update __init__.py

* Update vision_utils.py

* Update vision_utils.py

* Update vision_utils.py

* Update vision_utils.py

* Update vision_utils.py

* Update vision_utils.py

* Update vision_utils.py

* Update vision_utils.py

* Update vision_utils.py

* Update vision_utils.py

* Update vision_utils.py

* Update vision_utils.py

* Update vision_utils.py

* Update vision_utils.py

* Update vllm_utils.py (#99)

Fix bugs in generate_batches.py.Original output = [] will result in duplication of results.

* Update vision_utils.py

* Fixes to support IterableDataset (#98)

* Support Iterable Datasets

* Update dataset_utils.py

* Update dataset_utils.py

* Update dataset_utils.py

* Update dataset_utils.py

* Preserve batch size from iterable dataset

* Preserve batch size from iterable dataset

* Support train_on_response_only with IterableDataset

* Support train_on_response_only with IterableDataset

* Support train_on_response_only with IterableDataset

* Support train_on_response_only with IterableDataset

---------

Co-authored-by: Mukkesh Ganesh <mukmckenzie@gmail.com>
Co-authored-by: Edd <68678137+Erland366@users.noreply.github.com>
Co-authored-by: Brad Hilton <brad.hilton.nw@gmail.com>
Co-authored-by: SpaceHunter <30568250+SpaceHunterInf@users.noreply.github.com>
Co-authored-by: Xiaochen Zhu <xz479@cl.cam.ac.uk>
Co-authored-by: Roland Tannous <rolandtannous@gonovel.co>
Co-authored-by: DoubleMathew <mmathew23@gmail.com>
Co-authored-by: Michael Han <107991372+shimmyshimmer@users.noreply.github.com>
Co-authored-by: Qian Wu <121997440+5k5000@users.noreply.github.com>
Co-authored-by: marcandrelarochelle <marcandrelarochelle1820@gmail.com>
danielhanchen added a commit that referenced this pull request May 11, 2025
@danielhanchen @void-mckenzie
@Erland366 @bradhilton @SpaceHunterInf @rolandtannous @mmathew23 @shimmyshimmer @5k5000 @marcandrelarochelle
Nightly (#128)
fce1f39 
* Update vision_utils.py

* Update vision_utils.py

* train on completions VLMs

* Update dataset_utils.py

* Update dataset_utils.py

* Update dataset_utils.py

* Update dataset_utils.py

* VLM train only on completions

* Update loss_utils.py

* Update dataset_utils.py

* Update compiler.py

* Update compiler.py

* Update compiler.py

* Update compiler.py

* Update compiler.py

* Update compiler.py

* Update compiler.py

* Update saving_utils.py

* Update llama_cpp.py

* Update llama_cpp.py

* Update saving_utils.py

* Update saving_utils.py

* Update __init__.py

* Update compiler.py

* Update loss_utils.py

* Update compiler.py

* Update loss_utils.py

* Update loss_utils.py

* Update llama_cpp.py

* Update loss_utils.py

* Update compiler.py

* Update llama_cpp.py

* Update compiler.py

* Update vllm_utils.py

* Update rl_replacements.py

* Update rl_replacements.py

* Update rl_replacements.py

* Update rl_replacements.py

* Update rl_replacements.py

* Update rl_replacements.py

* Update training_utils.py

* Update dataset_utils.py

* Update dataset_utils.py

* Revert "Update dataset_utils.py"

This reverts commit 3b690ad.

* Update temporary_patches.py

* Update temporary_patches.py

* Update temporary_patches.py

* Update temporary_patches.py

* Update temporary_patches.py

* Update temporary_patches.py

* Update compiler.py

* Update compiler.py

* Remove prints

* Update compiler.py

* Update saving_utils.py

* Update temporary_patches.py

* Update __init__.py

* Update pyproject.toml

* Update vllm_utils.py

* bug fix #2008 unsloth issue - load_in_4bit = True + fast_inference = True (#79)

* bug fix #2008 unsloth

* non-quant dtype fix

* Update vllm_utils.py

---------

Co-authored-by: Daniel Han <danielhanchen@gmail.com>

* Update dataset_utils.py

* Update compiler.py

* Update temporary_patches.py

* Gemma 3 fixes

* Update temporary_patches.py

* Update compiler.py

* Update compiler.py

* Gemma 3 fixes

* Update patching_utils.py

* Update compiler.py

* Update compiler.py

* Update patching_utils.py

* Update temporary_patches.py

* Update compiler.py

* Update compiler.py

* Update temporary_patches.py

* Update temporary_patches.py

* Update temporary_patches.py

* Update temporary_patches.py

* Update temporary_patches.py

* Update temporary_patches.py

* Update temporary_patches.py

* Update temporary_patches.py

* Update compiler.py

* Update compiler.py

* Update compiler.py

* Update compiler.py

* Update compiler.py

* Update compiler.py

* Update compiler.py

* Update compiler.py

* Update compiler.py

* Update compiler.py

* Update compiler.py

* Update compiler.py

* Update compiler.py

* Update compiler.py

* Update compiler.py

* Update compiler.py

* Update compiler.py

* Update compiler.py

* Update compiler.py

* compiler

* Update gradient_checkpointing.py

* Update temporary_patches.py

* Update temporary_patches.py

* Update temporary_patches.py

* Update temporary_patches.py

* Update temporary_patches.py

* Update temporary_patches.py

* Update temporary_patches.py

* Update temporary_patches.py

* Update temporary_patches.py

* Update temporary_patches.py

* Update temporary_patches.py

* Update temporary_patches.py

* Update temporary_patches.py

* Update temporary_patches.py

* Update temporary_patches.py

* Update temporary_patches.py

* Update temporary_patches.py

* Update temporary_patches.py

* Update temporary_patches.py

* causal mask dtype

* Fix checkpoint and save from local file (#74)

* Enhance gradient checkpointing and add original model ID retrieval in saving utilities

* In case adapter_config.json as well

* Update patching_utils.py

* Update patching_utils.py

* Update temporary_patches.py

* Update temporary_patches.py

* Update compiler.py

* Update loss_utils.py

* Update compiler.py

* Update vllm_utils.py

* Update compiler.py

* Update peft_utils.py

* Update rl_replacements.py

* Update vllm_utils.py

* Update temporary_patches.py

* Update temporary_patches.py

* Update temporary_patches.py

* Update temporary_patches.py

* Update temporary_patches.py

* Update temporary_patches.py

* Update temporary_patches.py

* Update temporary_patches.py

* Update temporary_patches.py

* Update temporary_patches.py

* Update temporary_patches.py

* Update temporary_patches.py

* Update temporary_patches.py

* Update temporary_patches.py

* Update compiler.py

* Update vllm_lora_worker_manager.py

* Update utils.py

* Update temporary_patches.py

* Update temporary_patches.py

* Update temporary_patches.py

* Update temporary_patches.py

* Update temporary_patches.py

* Update temporary_patches.py

* Update temporary_patches.py

* Update temporary_patches.py

* Update temporary_patches.py

* Update temporary_patches.py

* Update vllm_utils.py

* Update vllm_utils.py

* Update vllm_utils.py

* Update vllm_utils.py

* Update dataset_utils.py

* bidirectional attention

* Update vllm_utils.py

* Update __init__.py

* Update temporary_patches.py

* Update temporary_patches.py

* Update temporary_patches.py

* Update vllm_utils.py

* Update vllm_utils.py

* Update vllm_utils.py

* Update vllm_utils.py

* Update vllm_utils.py

* Update vllm_utils.py

* Update vllm_lora_worker_manager.py

* Update vllm_lora_worker_manager.py

* Update vllm_lora_worker_manager.py

* Update temporary_patches.py

* Update temporary_patches.py

* Update temporary_patches.py

* Update temporary_patches.py

* Update loss_utils.py

* Update loss_utils.py

* Update loss_utils.py

* Update loss_utils.py

* Update loss_utils.py

* Update __init__.py

* fix: AsyncLLMEngine bugs (#82)

* fixed a typo in L119, removing unnecessary len() (#84)

Co-authored-by: Xiaochen Zhu <xz479@cl.cam.ac.uk>

* Fix gradient checkpointing warning filter implementation

* Input grads fix for gemma3 (#96)

* gemma require gradients fix

* Update peft_utils.py

---------

Co-authored-by: Daniel Han <danielhanchen@gmail.com>

* Update vision_utils.py

* Vision requires grad

* Check SDPA for Mistral / Pixtral

* Update compiler.py

* Update vision_utils.py

* Update vision_utils.py

* Update vision_utils.py

* Update __init__.py

* Update vision_utils.py

* Update vision_utils.py

* Update vision_utils.py

* Update vision_utils.py

* Update vision_utils.py

* Update vision_utils.py

* Update vision_utils.py

* Update vision_utils.py

* Update vision_utils.py

* Update vision_utils.py

* Update vision_utils.py

* Update vision_utils.py

* Update vision_utils.py

* Update vision_utils.py

* Update vllm_utils.py (#99)

Fix bugs in generate_batches.py.Original output = [] will result in duplication of results.

* Update vision_utils.py

* Fixes to support IterableDataset (#98)

* Support Iterable Datasets

* Update dataset_utils.py

* Update dataset_utils.py

* Update dataset_utils.py

* Update dataset_utils.py

* Preserve batch size from iterable dataset

* Preserve batch size from iterable dataset

* Support train_on_response_only with IterableDataset

* Support train_on_response_only with IterableDataset

* Support train_on_response_only with IterableDataset

* Support train_on_response_only with IterableDataset

* Update vllm_utils.py

* Create vllm_rlhf_utils.py

* Update vllm_rlhf_utils.py

* Update vllm_rlhf_utils.py

* Update vllm_rlhf_utils.py

* Update vllm_rlhf_utils.py

* Update vllm_rlhf_utils.py

* Update vllm_rlhf_utils.py

* Update vllm_rlhf_utils.py

* Update vllm_rlhf_utils.py

* Update vllm_rlhf_utils.py

* vLLM for Qwen 3

* Update vllm_utils.py

* Update vllm_utils.py

---------

Co-authored-by: Mukkesh Ganesh <mukmckenzie@gmail.com>
Co-authored-by: Edd <68678137+Erland366@users.noreply.github.com>
Co-authored-by: Brad Hilton <brad.hilton.nw@gmail.com>
Co-authored-by: SpaceHunter <30568250+SpaceHunterInf@users.noreply.github.com>
Co-authored-by: Xiaochen Zhu <xz479@cl.cam.ac.uk>
Co-authored-by: Roland Tannous <rolandtannous@gonovel.co>
Co-authored-by: DoubleMathew <mmathew23@gmail.com>
Co-authored-by: Michael Han <107991372+shimmyshimmer@users.noreply.github.com>
Co-authored-by: Qian Wu <121997440+5k5000@users.noreply.github.com>
Co-authored-by: marcandrelarochelle <marcandrelarochelle1820@gmail.com>
danielhanchen added a commit that referenced this pull request May 12, 2025
@danielhanchen @void-mckenzie
@Erland366 @bradhilton @SpaceHunterInf @rolandtannous @mmathew23 @shimmyshimmer @5k5000 @marcandrelarochelle
Fix GRPO (#133)
746bd02 
* Update compiler.py

* Update compiler.py

* Update compiler.py

* Update saving_utils.py

* Update llama_cpp.py

* Update llama_cpp.py

* Update saving_utils.py

* Update saving_utils.py

* Update __init__.py

* Update compiler.py

* Update loss_utils.py

* Update compiler.py

* Update loss_utils.py

* Update loss_utils.py

* Update llama_cpp.py

* Update loss_utils.py

* Update compiler.py

* Update llama_cpp.py

* Update compiler.py

* Update vllm_utils.py

* Update rl_replacements.py

* Update rl_replacements.py

* Update rl_replacements.py

* Update rl_replacements.py

* Update rl_replacements.py

* Update rl_replacements.py

* Update training_utils.py

* Update dataset_utils.py

* Update dataset_utils.py

* Revert "Update dataset_utils.py"

This reverts commit 3b690ad.

* Update temporary_patches.py

* Update temporary_patches.py

* Update temporary_patches.py

* Update temporary_patches.py

* Update temporary_patches.py

* Update temporary_patches.py

* Update compiler.py

* Update compiler.py

* Remove prints

* Update compiler.py

* Update saving_utils.py

* Update temporary_patches.py

* Update __init__.py

* Update pyproject.toml

* Update vllm_utils.py

* bug fix #2008 unsloth issue - load_in_4bit = True + fast_inference = True (#79)

* bug fix #2008 unsloth

* non-quant dtype fix

* Update vllm_utils.py

---------

Co-authored-by: Daniel Han <danielhanchen@gmail.com>

* Update dataset_utils.py

* Update compiler.py

* Update temporary_patches.py

* Gemma 3 fixes

* Update temporary_patches.py

* Update compiler.py

* Update compiler.py

* Gemma 3 fixes

* Update patching_utils.py

* Update compiler.py

* Update compiler.py

* Update patching_utils.py

* Update temporary_patches.py

* Update compiler.py

* Update compiler.py

* Update temporary_patches.py

* Update temporary_patches.py

* Update temporary_patches.py

* Update temporary_patches.py

* Update temporary_patches.py

* Update temporary_patches.py

* Update temporary_patches.py

* Update temporary_patches.py

* Update compiler.py

* Update compiler.py

* Update compiler.py

* Update compiler.py

* Update compiler.py

* Update compiler.py

* Update compiler.py

* Update compiler.py

* Update compiler.py

* Update compiler.py

* Update compiler.py

* Update compiler.py

* Update compiler.py

* Update compiler.py

* Update compiler.py

* Update compiler.py

* Update compiler.py

* Update compiler.py

* Update compiler.py

* compiler

* Update gradient_checkpointing.py

* Update temporary_patches.py

* Update temporary_patches.py

* Update temporary_patches.py

* Update temporary_patches.py

* Update temporary_patches.py

* Update temporary_patches.py

* Update temporary_patches.py

* Update temporary_patches.py

* Update temporary_patches.py

* Update temporary_patches.py

* Update temporary_patches.py

* Update temporary_patches.py

* Update temporary_patches.py

* Update temporary_patches.py

* Update temporary_patches.py

* Update temporary_patches.py

* Update temporary_patches.py

* Update temporary_patches.py

* Update temporary_patches.py

* causal mask dtype

* Fix checkpoint and save from local file (#74)

* Enhance gradient checkpointing and add original model ID retrieval in saving utilities

* In case adapter_config.json as well

* Update patching_utils.py

* Update patching_utils.py

* Update temporary_patches.py

* Update temporary_patches.py

* Update compiler.py

* Update loss_utils.py

* Update compiler.py

* Update vllm_utils.py

* Update compiler.py

* Update peft_utils.py

* Update rl_replacements.py

* Update vllm_utils.py

* Update temporary_patches.py

* Update temporary_patches.py

* Update temporary_patches.py

* Update temporary_patches.py

* Update temporary_patches.py

* Update temporary_patches.py

* Update temporary_patches.py

* Update temporary_patches.py

* Update temporary_patches.py

* Update temporary_patches.py

* Update temporary_patches.py

* Update temporary_patches.py

* Update temporary_patches.py

* Update temporary_patches.py

* Update compiler.py

* Update vllm_lora_worker_manager.py

* Update utils.py

* Update temporary_patches.py

* Update temporary_patches.py

* Update temporary_patches.py

* Update temporary_patches.py

* Update temporary_patches.py

* Update temporary_patches.py

* Update temporary_patches.py

* Update temporary_patches.py

* Update temporary_patches.py

* Update temporary_patches.py

* Update vllm_utils.py

* Update vllm_utils.py

* Update vllm_utils.py

* Update vllm_utils.py

* Update dataset_utils.py

* bidirectional attention

* Update vllm_utils.py

* Update __init__.py

* Update temporary_patches.py

* Update temporary_patches.py

* Update temporary_patches.py

* Update vllm_utils.py

* Update vllm_utils.py

* Update vllm_utils.py

* Update vllm_utils.py

* Update vllm_utils.py

* Update vllm_utils.py

* Update vllm_lora_worker_manager.py

* Update vllm_lora_worker_manager.py

* Update vllm_lora_worker_manager.py

* Update temporary_patches.py

* Update temporary_patches.py

* Update temporary_patches.py

* Update temporary_patches.py

* Update loss_utils.py

* Update loss_utils.py

* Update loss_utils.py

* Update loss_utils.py

* Update loss_utils.py

* Update __init__.py

* fix: AsyncLLMEngine bugs (#82)

* fixed a typo in L119, removing unnecessary len() (#84)

Co-authored-by: Xiaochen Zhu <xz479@cl.cam.ac.uk>

* Fix gradient checkpointing warning filter implementation

* Input grads fix for gemma3 (#96)

* gemma require gradients fix

* Update peft_utils.py

---------

Co-authored-by: Daniel Han <danielhanchen@gmail.com>

* Update vision_utils.py

* Vision requires grad

* Check SDPA for Mistral / Pixtral

* Update compiler.py

* Update vision_utils.py

* Update vision_utils.py

* Update vision_utils.py

* Update __init__.py

* Update vision_utils.py

* Update vision_utils.py

* Update vision_utils.py

* Update vision_utils.py

* Update vision_utils.py

* Update vision_utils.py

* Update vision_utils.py

* Update vision_utils.py

* Update vision_utils.py

* Update vision_utils.py

* Update vision_utils.py

* Update vision_utils.py

* Update vision_utils.py

* Update vision_utils.py

* Update vllm_utils.py (#99)

Fix bugs in generate_batches.py.Original output = [] will result in duplication of results.

* Update vision_utils.py

* Fixes to support IterableDataset (#98)

* Support Iterable Datasets

* Update dataset_utils.py

* Update dataset_utils.py

* Update dataset_utils.py

* Update dataset_utils.py

* Preserve batch size from iterable dataset

* Preserve batch size from iterable dataset

* Support train_on_response_only with IterableDataset

* Support train_on_response_only with IterableDataset

* Support train_on_response_only with IterableDataset

* Support train_on_response_only with IterableDataset

* Update vllm_utils.py

* Create vllm_rlhf_utils.py

* Update vllm_rlhf_utils.py

* Update vllm_rlhf_utils.py

* Update vllm_rlhf_utils.py

* Update vllm_rlhf_utils.py

* Update vllm_rlhf_utils.py

* Update vllm_rlhf_utils.py

* Update vllm_rlhf_utils.py

* Update vllm_rlhf_utils.py

* Update vllm_rlhf_utils.py

* vLLM for Qwen 3

* Update vllm_utils.py

* Update vllm_utils.py

* Update vllm_utils.py

* Update vllm_utils.py

* Update vllm_utils.py

* Update vllm_utils.py

* Update vllm_utils.py

* Update vllm_utils.py

* Update vllm_utils.py

* Update vllm_utils.py

* Update vllm_utils.py

* Update vllm_utils.py

* Update vllm_utils.py

* Update vllm_utils.py

* Update vllm_utils.py

---------

Co-authored-by: Mukkesh Ganesh <mukmckenzie@gmail.com>
Co-authored-by: Edd <68678137+Erland366@users.noreply.github.com>
Co-authored-by: Brad Hilton <brad.hilton.nw@gmail.com>
Co-authored-by: SpaceHunter <30568250+SpaceHunterInf@users.noreply.github.com>
Co-authored-by: Xiaochen Zhu <xz479@cl.cam.ac.uk>
Co-authored-by: Roland Tannous <rolandtannous@gonovel.co>
Co-authored-by: DoubleMathew <mmathew23@gmail.com>
Co-authored-by: Michael Han <107991372+shimmyshimmer@users.noreply.github.com>
Co-authored-by: Qian Wu <121997440+5k5000@users.noreply.github.com>
Co-authored-by: marcandrelarochelle <marcandrelarochelle1820@gmail.com>
danielhanchen added a commit that referenced this pull request May 13, 2025
@danielhanchen @void-mckenzie
@Erland366 @bradhilton @SpaceHunterInf @rolandtannous @mmathew23 @shimmyshimmer @5k5000 @marcandrelarochelle
Better vLLM logging (#134)
f73ef96 
* bug fix #2008 unsloth issue - load_in_4bit = True + fast_inference = True (#79)

* bug fix #2008 unsloth

* non-quant dtype fix

* Update vllm_utils.py

---------

Co-authored-by: Daniel Han <danielhanchen@gmail.com>

* Update dataset_utils.py

* Update compiler.py

* Update temporary_patches.py

* Gemma 3 fixes

* Update temporary_patches.py

* Update compiler.py

* Update compiler.py

* Gemma 3 fixes

* Update patching_utils.py

* Update compiler.py

* Update compiler.py

* Update patching_utils.py

* Update temporary_patches.py

* Update compiler.py

* Update compiler.py

* Update temporary_patches.py

* Update temporary_patches.py

* Update temporary_patches.py

* Update temporary_patches.py

* Update temporary_patches.py

* Update temporary_patches.py

* Update temporary_patches.py

* Update temporary_patches.py

* Update compiler.py

* Update compiler.py

* Update compiler.py

* Update compiler.py

* Update compiler.py

* Update compiler.py

* Update compiler.py

* Update compiler.py

* Update compiler.py

* Update compiler.py

* Update compiler.py

* Update compiler.py

* Update compiler.py

* Update compiler.py

* Update compiler.py

* Update compiler.py

* Update compiler.py

* Update compiler.py

* Update compiler.py

* compiler

* Update gradient_checkpointing.py

* Update temporary_patches.py

* Update temporary_patches.py

* Update temporary_patches.py

* Update temporary_patches.py

* Update temporary_patches.py

* Update temporary_patches.py

* Update temporary_patches.py

* Update temporary_patches.py

* Update temporary_patches.py

* Update temporary_patches.py

* Update temporary_patches.py

* Update temporary_patches.py

* Update temporary_patches.py

* Update temporary_patches.py

* Update temporary_patches.py

* Update temporary_patches.py

* Update temporary_patches.py

* Update temporary_patches.py

* Update temporary_patches.py

* causal mask dtype

* Fix checkpoint and save from local file (#74)

* Enhance gradient checkpointing and add original model ID retrieval in saving utilities

* In case adapter_config.json as well

* Update patching_utils.py

* Update patching_utils.py

* Update temporary_patches.py

* Update temporary_patches.py

* Update compiler.py

* Update loss_utils.py

* Update compiler.py

* Update vllm_utils.py

* Update compiler.py

* Update peft_utils.py

* Update rl_replacements.py

* Update vllm_utils.py

* Update temporary_patches.py

* Update temporary_patches.py

* Update temporary_patches.py

* Update temporary_patches.py

* Update temporary_patches.py

* Update temporary_patches.py

* Update temporary_patches.py

* Update temporary_patches.py

* Update temporary_patches.py

* Update temporary_patches.py

* Update temporary_patches.py

* Update temporary_patches.py

* Update temporary_patches.py

* Update temporary_patches.py

* Update compiler.py

* Update vllm_lora_worker_manager.py

* Update utils.py

* Update temporary_patches.py

* Update temporary_patches.py

* Update temporary_patches.py

* Update temporary_patches.py

* Update temporary_patches.py

* Update temporary_patches.py

* Update temporary_patches.py

* Update temporary_patches.py

* Update temporary_patches.py

* Update temporary_patches.py

* Update vllm_utils.py

* Update vllm_utils.py

* Update vllm_utils.py

* Update vllm_utils.py

* Update dataset_utils.py

* bidirectional attention

* Update vllm_utils.py

* Update __init__.py

* Update temporary_patches.py

* Update temporary_patches.py

* Update temporary_patches.py

* Update vllm_utils.py

* Update vllm_utils.py

* Update vllm_utils.py

* Update vllm_utils.py

* Update vllm_utils.py

* Update vllm_utils.py

* Update vllm_lora_worker_manager.py

* Update vllm_lora_worker_manager.py

* Update vllm_lora_worker_manager.py

* Update temporary_patches.py

* Update temporary_patches.py

* Update temporary_patches.py

* Update temporary_patches.py

* Update loss_utils.py

* Update loss_utils.py

* Update loss_utils.py

* Update loss_utils.py

* Update loss_utils.py

* Update __init__.py

* fix: AsyncLLMEngine bugs (#82)

* fixed a typo in L119, removing unnecessary len() (#84)

Co-authored-by: Xiaochen Zhu <xz479@cl.cam.ac.uk>

* Fix gradient checkpointing warning filter implementation

* Input grads fix for gemma3 (#96)

* gemma require gradients fix

* Update peft_utils.py

---------

Co-authored-by: Daniel Han <danielhanchen@gmail.com>

* Update vision_utils.py

* Vision requires grad

* Check SDPA for Mistral / Pixtral

* Update compiler.py

* Update vision_utils.py

* Update vision_utils.py

* Update vision_utils.py

* Update __init__.py

* Update vision_utils.py

* Update vision_utils.py

* Update vision_utils.py

* Update vision_utils.py

* Update vision_utils.py

* Update vision_utils.py

* Update vision_utils.py

* Update vision_utils.py

* Update vision_utils.py

* Update vision_utils.py

* Update vision_utils.py

* Update vision_utils.py

* Update vision_utils.py

* Update vision_utils.py

* Update vllm_utils.py (#99)

Fix bugs in generate_batches.py.Original output = [] will result in duplication of results.

* Update vision_utils.py

* Fixes to support IterableDataset (#98)

* Support Iterable Datasets

* Update dataset_utils.py

* Update dataset_utils.py

* Update dataset_utils.py

* Update dataset_utils.py

* Preserve batch size from iterable dataset

* Preserve batch size from iterable dataset

* Support train_on_response_only with IterableDataset

* Support train_on_response_only with IterableDataset

* Support train_on_response_only with IterableDataset

* Support train_on_response_only with IterableDataset

* Update vllm_utils.py

* Create vllm_rlhf_utils.py

* Update vllm_rlhf_utils.py

* Update vllm_rlhf_utils.py

* Update vllm_rlhf_utils.py

* Update vllm_rlhf_utils.py

* Update vllm_rlhf_utils.py

* Update vllm_rlhf_utils.py

* Update vllm_rlhf_utils.py

* Update vllm_rlhf_utils.py

* Update vllm_rlhf_utils.py

* vLLM for Qwen 3

* Update vllm_utils.py

* Update vllm_utils.py

* Update vllm_utils.py

* Update vllm_utils.py

* Update vllm_utils.py

* Update vllm_utils.py

* Update vllm_utils.py

* Update vllm_utils.py

* Update vllm_utils.py

* Update vllm_utils.py

* Update vllm_utils.py

* Update vllm_utils.py

* Update vllm_utils.py

* Update vllm_utils.py

* Update vllm_utils.py

* Update vllm_utils.py

* Update vllm_utils.py

* Update vllm_utils.py

* Update vllm_utils.py

* Update vllm_utils.py

* Update vllm_utils.py

* Update vllm_utils.py

* Update vllm_utils.py

* Update vllm_utils.py

* Update vllm_utils.py

* Update vllm_utils.py

* Update vllm_utils.py

* Update vllm_utils.py

* Update vllm_utils.py

* Update vllm_utils.py

* Update vllm_utils.py

* Update vllm_utils.py

* Update compiler.py

* Update vllm_utils.py

* Update vllm_utils.py

* Update vllm_utils.py

* Update vllm_utils.py

* Update vllm_utils.py

* Update vllm_utils.py

* Update vllm_utils.py

* Update vllm_utils.py

* Update vllm_utils.py

* Update vllm_utils.py

* Update vllm_utils.py

* Update vllm_utils.py

* Update vllm_utils.py

* Update vllm_utils.py

* Update rl_replacements.py

* Update rl_replacements.py

* Update rl_replacements.py

* Update rl_replacements.py

* Swap space reduce

* Update vllm_utils.py

* Update vllm_utils.py

* Update rl_replacements.py

* Update vllm_utils.py

* Update vllm_utils.py

* Update vllm_utils.py

* Update vllm_utils.py

* Update __init__.py

---------

Co-authored-by: Mukkesh Ganesh <mukmckenzie@gmail.com>
Co-authored-by: Edd <68678137+Erland366@users.noreply.github.com>
Co-authored-by: Brad Hilton <brad.hilton.nw@gmail.com>
Co-authored-by: SpaceHunter <30568250+SpaceHunterInf@users.noreply.github.com>
Co-authored-by: Xiaochen Zhu <xz479@cl.cam.ac.uk>
Co-authored-by: Roland Tannous <rolandtannous@gonovel.co>
Co-authored-by: DoubleMathew <mmathew23@gmail.com>
Co-authored-by: Michael Han <107991372+shimmyshimmer@users.noreply.github.com>
Co-authored-by: Qian Wu <121997440+5k5000@users.noreply.github.com>
Co-authored-by: marcandrelarochelle <marcandrelarochelle1820@gmail.com>
danielhanchen added a commit that referenced this pull request May 14, 2025
@danielhanchen @Erland366
@bradhilton @SpaceHunterInf @rolandtannous @mmathew23 @shimmyshimmer @5k5000 @marcandrelarochelle
Patch (#138)
37dfb23 
* Update compiler.py

* Update patching_utils.py

* Update temporary_patches.py

* Update compiler.py

* Update compiler.py

* Update temporary_patches.py

* Update temporary_patches.py

* Update temporary_patches.py

* Update temporary_patches.py

* Update temporary_patches.py

* Update temporary_patches.py

* Update temporary_patches.py

* Update temporary_patches.py

* Update compiler.py

* Update compiler.py

* Update compiler.py

* Update compiler.py

* Update compiler.py

* Update compiler.py

* Update compiler.py

* Update compiler.py

* Update compiler.py

* Update compiler.py

* Update compiler.py

* Update compiler.py

* Update compiler.py

* Update compiler.py

* Update compiler.py

* Update compiler.py

* Update compiler.py

* Update compiler.py

* Update compiler.py

* compiler

* Update gradient_checkpointing.py

* Update temporary_patches.py

* Update temporary_patches.py

* Update temporary_patches.py

* Update temporary_patches.py

* Update temporary_patches.py

* Update temporary_patches.py

* Update temporary_patches.py

* Update temporary_patches.py

* Update temporary_patches.py

* Update temporary_patches.py

* Update temporary_patches.py

* Update temporary_patches.py

* Update temporary_patches.py

* Update temporary_patches.py

* Update temporary_patches.py

* Update temporary_patches.py

* Update temporary_patches.py

* Update temporary_patches.py

* Update temporary_patches.py

* causal mask dtype

* Fix checkpoint and save from local file (#74)

* Enhance gradient checkpointing and add original model ID retrieval in saving utilities

* In case adapter_config.json as well

* Update patching_utils.py

* Update patching_utils.py

* Update temporary_patches.py

* Update temporary_patches.py

* Update compiler.py

* Update loss_utils.py

* Update compiler.py

* Update vllm_utils.py

* Update compiler.py

* Update peft_utils.py

* Update rl_replacements.py

* Update vllm_utils.py

* Update temporary_patches.py

* Update temporary_patches.py

* Update temporary_patches.py

* Update temporary_patches.py

* Update temporary_patches.py

* Update temporary_patches.py

* Update temporary_patches.py

* Update temporary_patches.py

* Update temporary_patches.py

* Update temporary_patches.py

* Update temporary_patches.py

* Update temporary_patches.py

* Update temporary_patches.py

* Update temporary_patches.py

* Update compiler.py

* Update vllm_lora_worker_manager.py

* Update utils.py

* Update temporary_patches.py

* Update temporary_patches.py

* Update temporary_patches.py

* Update temporary_patches.py

* Update temporary_patches.py

* Update temporary_patches.py

* Update temporary_patches.py

* Update temporary_patches.py

* Update temporary_patches.py

* Update temporary_patches.py

* Update vllm_utils.py

* Update vllm_utils.py

* Update vllm_utils.py

* Update vllm_utils.py

* Update dataset_utils.py

* bidirectional attention

* Update vllm_utils.py

* Update __init__.py

* Update temporary_patches.py

* Update temporary_patches.py

* Update temporary_patches.py

* Update vllm_utils.py

* Update vllm_utils.py

* Update vllm_utils.py

* Update vllm_utils.py

* Update vllm_utils.py

* Update vllm_utils.py

* Update vllm_lora_worker_manager.py

* Update vllm_lora_worker_manager.py

* Update vllm_lora_worker_manager.py

* Update temporary_patches.py

* Update temporary_patches.py

* Update temporary_patches.py

* Update temporary_patches.py

* Update loss_utils.py

* Update loss_utils.py

* Update loss_utils.py

* Update loss_utils.py

* Update loss_utils.py

* Update __init__.py

* fix: AsyncLLMEngine bugs (#82)

* fixed a typo in L119, removing unnecessary len() (#84)

Co-authored-by: Xiaochen Zhu <xz479@cl.cam.ac.uk>

* Fix gradient checkpointing warning filter implementation

* Input grads fix for gemma3 (#96)

* gemma require gradients fix

* Update peft_utils.py

---------

Co-authored-by: Daniel Han <danielhanchen@gmail.com>

* Update vision_utils.py

* Vision requires grad

* Check SDPA for Mistral / Pixtral

* Update compiler.py

* Update vision_utils.py

* Update vision_utils.py

* Update vision_utils.py

* Update __init__.py

* Update vision_utils.py

* Update vision_utils.py

* Update vision_utils.py

* Update vision_utils.py

* Update vision_utils.py

* Update vision_utils.py

* Update vision_utils.py

* Update vision_utils.py

* Update vision_utils.py

* Update vision_utils.py

* Update vision_utils.py

* Update vision_utils.py

* Update vision_utils.py

* Update vision_utils.py

* Update vllm_utils.py (#99)

Fix bugs in generate_batches.py.Original output = [] will result in duplication of results.

* Update vision_utils.py

* Fixes to support IterableDataset (#98)

* Support Iterable Datasets

* Update dataset_utils.py

* Update dataset_utils.py

* Update dataset_utils.py

* Update dataset_utils.py

* Preserve batch size from iterable dataset

* Preserve batch size from iterable dataset

* Support train_on_response_only with IterableDataset

* Support train_on_response_only with IterableDataset

* Support train_on_response_only with IterableDataset

* Support train_on_response_only with IterableDataset

* Update vllm_utils.py

* Create vllm_rlhf_utils.py

* Update vllm_rlhf_utils.py

* Update vllm_rlhf_utils.py

* Update vllm_rlhf_utils.py

* Update vllm_rlhf_utils.py

* Update vllm_rlhf_utils.py

* Update vllm_rlhf_utils.py

* Update vllm_rlhf_utils.py

* Update vllm_rlhf_utils.py

* Update vllm_rlhf_utils.py

* vLLM for Qwen 3

* Update vllm_utils.py

* Update vllm_utils.py

* Update vllm_utils.py

* Update vllm_utils.py

* Update vllm_utils.py

* Update vllm_utils.py

* Update vllm_utils.py

* Update vllm_utils.py

* Update vllm_utils.py

* Update vllm_utils.py

* Update vllm_utils.py

* Update vllm_utils.py

* Update vllm_utils.py

* Update vllm_utils.py

* Update vllm_utils.py

* Update vllm_utils.py

* Update vllm_utils.py

* Update vllm_utils.py

* Update vllm_utils.py

* Update vllm_utils.py

* Update vllm_utils.py

* Update vllm_utils.py

* Update vllm_utils.py

* Update vllm_utils.py

* Update vllm_utils.py

* Update vllm_utils.py

* Update vllm_utils.py

* Update vllm_utils.py

* Update vllm_utils.py

* Update vllm_utils.py

* Update vllm_utils.py

* Update vllm_utils.py

* Update compiler.py

* Update vllm_utils.py

* Update vllm_utils.py

* Update vllm_utils.py

* Update vllm_utils.py

* Update vllm_utils.py

* Update vllm_utils.py

* Update vllm_utils.py

* Update vllm_utils.py

* Update vllm_utils.py

* Update vllm_utils.py

* Update vllm_utils.py

* Update vllm_utils.py

* Update vllm_utils.py

* Update vllm_utils.py

* Update rl_replacements.py

* Update rl_replacements.py

* Update rl_replacements.py

* Update rl_replacements.py

* Swap space reduce

* Update vllm_utils.py

* Update vllm_utils.py

* Update rl_replacements.py

* Update vllm_utils.py

* Update vllm_utils.py

* Update vllm_utils.py

* Update vllm_utils.py

* Update __init__.py

* Update rl_replacements.py

* Update vllm_utils.py

* Update vllm_utils.py

* Update vllm_utils.py

* Update vllm_utils.py

* Update rl_replacements.py

* Update vllm_utils.py

* Update rl_replacements.py

* Revert "Update rl_replacements.py"

This reverts commit c0a4022.

* Update __init__.py

---------

Co-authored-by: Edd <68678137+Erland366@users.noreply.github.com>
Co-authored-by: Brad Hilton <brad.hilton.nw@gmail.com>
Co-authored-by: SpaceHunter <30568250+SpaceHunterInf@users.noreply.github.com>
Co-authored-by: Xiaochen Zhu <xz479@cl.cam.ac.uk>
Co-authored-by: Roland Tannous <rolandtannous@gonovel.co>
Co-authored-by: DoubleMathew <mmathew23@gmail.com>
Co-authored-by: Michael Han <107991372+shimmyshimmer@users.noreply.github.com>
Co-authored-by: Qian Wu <121997440+5k5000@users.noreply.github.com>
Co-authored-by: marcandrelarochelle <marcandrelarochelle1820@gmail.com>
danielhanchen added a commit that referenced this pull request May 15, 2025
@danielhanchen @Erland366
@bradhilton @SpaceHunterInf @rolandtannous @mmathew23 @shimmyshimmer @5k5000 @marcandrelarochelle
TTS (#141)
f9a492a 
* Update temporary_patches.py

* Update temporary_patches.py

* Update temporary_patches.py

* Update temporary_patches.py

* Update temporary_patches.py

* Update temporary_patches.py

* Update temporary_patches.py

* Update temporary_patches.py

* Update temporary_patches.py

* Update temporary_patches.py

* Update temporary_patches.py

* Update temporary_patches.py

* Update temporary_patches.py

* Update temporary_patches.py

* Update temporary_patches.py

* Update temporary_patches.py

* Update temporary_patches.py

* causal mask dtype

* Fix checkpoint and save from local file (#74)

* Enhance gradient checkpointing and add original model ID retrieval in saving utilities

* In case adapter_config.json as well

* Update patching_utils.py

* Update patching_utils.py

* Update temporary_patches.py

* Update temporary_patches.py

* Update compiler.py

* Update loss_utils.py

* Update compiler.py

* Update vllm_utils.py

* Update compiler.py

* Update peft_utils.py

* Update rl_replacements.py

* Update vllm_utils.py

* Update temporary_patches.py

* Update temporary_patches.py

* Update temporary_patches.py

* Update temporary_patches.py

* Update temporary_patches.py

* Update temporary_patches.py

* Update temporary_patches.py

* Update temporary_patches.py

* Update temporary_patches.py

* Update temporary_patches.py

* Update temporary_patches.py

* Update temporary_patches.py

* Update temporary_patches.py

* Update temporary_patches.py

* Update compiler.py

* Update vllm_lora_worker_manager.py

* Update utils.py

* Update temporary_patches.py

* Update temporary_patches.py

* Update temporary_patches.py

* Update temporary_patches.py

* Update temporary_patches.py

* Update temporary_patches.py

* Update temporary_patches.py

* Update temporary_patches.py

* Update temporary_patches.py

* Update temporary_patches.py

* Update vllm_utils.py

* Update vllm_utils.py

* Update vllm_utils.py

* Update vllm_utils.py

* Update dataset_utils.py

* bidirectional attention

* Update vllm_utils.py

* Update __init__.py

* Update temporary_patches.py

* Update temporary_patches.py

* Update temporary_patches.py

* Update vllm_utils.py

* Update vllm_utils.py

* Update vllm_utils.py

* Update vllm_utils.py

* Update vllm_utils.py

* Update vllm_utils.py

* Update vllm_lora_worker_manager.py

* Update vllm_lora_worker_manager.py

* Update vllm_lora_worker_manager.py

* Update temporary_patches.py

* Update temporary_patches.py

* Update temporary_patches.py

* Update temporary_patches.py

* Update loss_utils.py

* Update loss_utils.py

* Update loss_utils.py

* Update loss_utils.py

* Update loss_utils.py

* Update __init__.py

* fix: AsyncLLMEngine bugs (#82)

* fixed a typo in L119, removing unnecessary len() (#84)

Co-authored-by: Xiaochen Zhu <xz479@cl.cam.ac.uk>

* Fix gradient checkpointing warning filter implementation

* Input grads fix for gemma3 (#96)

* gemma require gradients fix

* Update peft_utils.py

---------

Co-authored-by: Daniel Han <danielhanchen@gmail.com>

* Update vision_utils.py

* Vision requires grad

* Check SDPA for Mistral / Pixtral

* Update compiler.py

* Update vision_utils.py

* Update vision_utils.py

* Update vision_utils.py

* Update __init__.py

* Update vision_utils.py

* Update vision_utils.py

* Update vision_utils.py

* Update vision_utils.py

* Update vision_utils.py

* Update vision_utils.py

* Update vision_utils.py

* Update vision_utils.py

* Update vision_utils.py

* Update vision_utils.py

* Update vision_utils.py

* Update vision_utils.py

* Update vision_utils.py

* Update vision_utils.py

* Update vllm_utils.py (#99)

Fix bugs in generate_batches.py.Original output = [] will result in duplication of results.

* Update vision_utils.py

* Fixes to support IterableDataset (#98)

* Support Iterable Datasets

* Update dataset_utils.py

* Update dataset_utils.py

* Update dataset_utils.py

* Update dataset_utils.py

* Preserve batch size from iterable dataset

* Preserve batch size from iterable dataset

* Support train_on_response_only with IterableDataset

* Support train_on_response_only with IterableDataset

* Support train_on_response_only with IterableDataset

* Support train_on_response_only with IterableDataset

* Update vllm_utils.py

* Create vllm_rlhf_utils.py

* Update vllm_rlhf_utils.py

* Update vllm_rlhf_utils.py

* Update vllm_rlhf_utils.py

* Update vllm_rlhf_utils.py

* Update vllm_rlhf_utils.py

* Update vllm_rlhf_utils.py

* Update vllm_rlhf_utils.py

* Update vllm_rlhf_utils.py

* Update vllm_rlhf_utils.py

* vLLM for Qwen 3

* Update vllm_utils.py

* Update vllm_utils.py

* Update vllm_utils.py

* Update vllm_utils.py

* Update vllm_utils.py

* Update vllm_utils.py

* Update vllm_utils.py

* Update vllm_utils.py

* Update vllm_utils.py

* Update vllm_utils.py

* Update vllm_utils.py

* Update vllm_utils.py

* Update vllm_utils.py

* Update vllm_utils.py

* Update vllm_utils.py

* Update vllm_utils.py

* Update vllm_utils.py

* Update vllm_utils.py

* Update vllm_utils.py

* Update vllm_utils.py

* Update vllm_utils.py

* Update vllm_utils.py

* Update vllm_utils.py

* Update vllm_utils.py

* Update vllm_utils.py

* Update vllm_utils.py

* Update vllm_utils.py

* Update vllm_utils.py

* Update vllm_utils.py

* Update vllm_utils.py

* Update vllm_utils.py

* Update vllm_utils.py

* Update compiler.py

* Update vllm_utils.py

* Update vllm_utils.py

* Update vllm_utils.py

* Update vllm_utils.py

* Update vllm_utils.py

* Update vllm_utils.py

* Update vllm_utils.py

* Update vllm_utils.py

* Update vllm_utils.py

* Update vllm_utils.py

* Update vllm_utils.py

* Update vllm_utils.py

* Update vllm_utils.py

* Update vllm_utils.py

* Update rl_replacements.py

* Update rl_replacements.py

* Update rl_replacements.py

* Update rl_replacements.py

* Swap space reduce

* Update vllm_utils.py

* Update vllm_utils.py

* Update rl_replacements.py

* Update vllm_utils.py

* Update vllm_utils.py

* Update vllm_utils.py

* Update vllm_utils.py

* Update __init__.py

* Update rl_replacements.py

* Update vllm_utils.py

* Update vllm_utils.py

* Update vllm_utils.py

* Update vllm_utils.py

* Update rl_replacements.py

* Update vllm_utils.py

* Update rl_replacements.py

* Revert "Update rl_replacements.py"

This reverts commit c0a4022.

* Update __init__.py

* Update patching_utils.py

* Update compiler.py

* Update compiler.py

* Update compiler.py

* Update compiler.py

* Update compiler.py

* Update compiler.py

* Update compiler.py

* Update compiler.py

* Fixes

* Update temporary_patches.py

* Update temporary_patches.py

* Update compiler.py

* Update compiler.py

* Update compiler.py

* Update compiler.py

* Update compiler.py

* Update compiler.py

* Update compiler.py

* Update temporary_patches.py

* Update temporary_patches.py

* Update temporary_patches.py

* Update compiler.py

* revert

* Update temporary_patches.py

* Update temporary_patches.py

* Update temporary_patches.py

* Update temporary_patches.py

* Update temporary_patches.py

* Update temporary_patches.py

* Update __init__.py

* Update compiler.py

* Update temporary_patches.py

* Update compiler.py

* Update temporary_patches.py

---------

Co-authored-by: Edd <68678137+Erland366@users.noreply.github.com>
Co-authored-by: Brad Hilton <brad.hilton.nw@gmail.com>
Co-authored-by: SpaceHunter <30568250+SpaceHunterInf@users.noreply.github.com>
Co-authored-by: Xiaochen Zhu <xz479@cl.cam.ac.uk>
Co-authored-by: Roland Tannous <rolandtannous@gonovel.co>
Co-authored-by: DoubleMathew <mmathew23@gmail.com>
Co-authored-by: Michael Han <107991372+shimmyshimmer@users.noreply.github.com>
Co-authored-by: Qian Wu <121997440+5k5000@users.noreply.github.com>
Co-authored-by: marcandrelarochelle <marcandrelarochelle1820@gmail.com>
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@Erland366 @danielhanchen