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@NathanHB NathanHB commented Aug 21, 2024

what this PR does:

  • adds vllm as backend for faster inference.

how to use:

 lighteval accelerate --model_args="pretrained=meta-llama/Meta-Llama-3.1-8B-Instruct,dtype=bfloat16,vllm,data_parallel_size=2" use_chat_template --tasks "leaderboard|arc:challenge|0|0,extended|ifeval|0|0,lighteval|gsm8k|5|1" output_dir="./evals/"
  • generate untill
  • loglikelihood
  • multiple generation metrics

@NathanHB NathanHB merged commit 21934d5 into main Sep 3, 2024
2 checks passed
hynky1999 pushed a commit that referenced this pull request May 22, 2025
what this PR does:

- adds vllm as backend for faster inference.

how to use:

```
 lighteval accelerate --model_args="pretrained=meta-llama/Meta-Llama-3.1-8B-Instruct,dtype=bfloat16,vllm,data_parallel_size=2" use_chat_template --tasks "leaderboard|arc:challenge|0|0,extended|ifeval|0|0,lighteval|gsm8k|5|1" output_dir="./evals/"
```

---------

Co-authored-by: Clémentine Fourrier <[email protected]>
NathanHB added a commit that referenced this pull request Sep 19, 2025
what this PR does:

- adds vllm as backend for faster inference.

how to use:

```
 lighteval accelerate --model_args="pretrained=meta-llama/Meta-Llama-3.1-8B-Instruct,dtype=bfloat16,vllm,data_parallel_size=2" use_chat_template --tasks "leaderboard|arc:challenge|0|0,extended|ifeval|0|0,lighteval|gsm8k|5|1" output_dir="./evals/"
```

---------

Co-authored-by: Clémentine Fourrier <[email protected]>
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2 participants