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Drop ggml-based gpt2 and starcoder (supported by llama.cpp) #1679

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Feb 4, 2024
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Drop ggml-based gpt2 and starcoder (supported by llama.cpp) #1679

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ec68ccc
Drop ggml-based gpt2 and starcoder (supported by llama.cpp)
mudler Feb 4, 2024
bce561a
Update compatibility table
mudler Feb 4, 2024
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10 changes: 1 addition & 9 deletions Makefile
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Expand Up @@ -145,7 +145,7 @@ ifeq ($(findstring tts,$(GO_TAGS)),tts)
OPTIONAL_GRPC+=backend-assets/grpc/piper
endif

ALL_GRPC_BACKENDS=backend-assets/grpc/langchain-huggingface backend-assets/grpc/bert-embeddings backend-assets/grpc/llama backend-assets/grpc/llama-cpp backend-assets/grpc/llama-ggml backend-assets/grpc/gpt4all backend-assets/grpc/dolly backend-assets/grpc/gpt2 backend-assets/grpc/gptj backend-assets/grpc/gptneox backend-assets/grpc/mpt backend-assets/grpc/replit backend-assets/grpc/starcoder backend-assets/grpc/rwkv backend-assets/grpc/whisper $(OPTIONAL_GRPC)
ALL_GRPC_BACKENDS=backend-assets/grpc/langchain-huggingface backend-assets/grpc/bert-embeddings backend-assets/grpc/llama backend-assets/grpc/llama-cpp backend-assets/grpc/llama-ggml backend-assets/grpc/gpt4all backend-assets/grpc/dolly backend-assets/grpc/gptj backend-assets/grpc/gptneox backend-assets/grpc/mpt backend-assets/grpc/replit backend-assets/grpc/rwkv backend-assets/grpc/whisper $(OPTIONAL_GRPC)
GRPC_BACKENDS?=$(ALL_GRPC_BACKENDS) $(OPTIONAL_GRPC)

# If empty, then we build all
Expand Down Expand Up @@ -509,10 +509,6 @@ backend-assets/grpc/dolly: backend-assets/grpc sources/go-ggml-transformers/libt
CGO_LDFLAGS="$(CGO_LDFLAGS)" C_INCLUDE_PATH=$(CURDIR)/sources/go-ggml-transformers LIBRARY_PATH=$(CURDIR)/sources/go-ggml-transformers \
$(GOCMD) build -ldflags "$(LD_FLAGS)" -tags "$(GO_TAGS)" -o backend-assets/grpc/dolly ./backend/go/llm/dolly/

backend-assets/grpc/gpt2: backend-assets/grpc sources/go-ggml-transformers/libtransformers.a
CGO_LDFLAGS="$(CGO_LDFLAGS)" C_INCLUDE_PATH=$(CURDIR)/sources/go-ggml-transformers LIBRARY_PATH=$(CURDIR)/sources/go-ggml-transformers \
$(GOCMD) build -ldflags "$(LD_FLAGS)" -tags "$(GO_TAGS)" -o backend-assets/grpc/gpt2 ./backend/go/llm/gpt2/

backend-assets/grpc/gptj: backend-assets/grpc sources/go-ggml-transformers/libtransformers.a
CGO_LDFLAGS="$(CGO_LDFLAGS)" C_INCLUDE_PATH=$(CURDIR)/sources/go-ggml-transformers LIBRARY_PATH=$(CURDIR)/sources/go-ggml-transformers \
$(GOCMD) build -ldflags "$(LD_FLAGS)" -tags "$(GO_TAGS)" -o backend-assets/grpc/gptj ./backend/go/llm/gptj/
Expand All @@ -529,10 +525,6 @@ backend-assets/grpc/replit: backend-assets/grpc sources/go-ggml-transformers/lib
CGO_LDFLAGS="$(CGO_LDFLAGS)" C_INCLUDE_PATH=$(CURDIR)/sources/go-ggml-transformers LIBRARY_PATH=$(CURDIR)/sources/go-ggml-transformers \
$(GOCMD) build -ldflags "$(LD_FLAGS)" -tags "$(GO_TAGS)" -o backend-assets/grpc/replit ./backend/go/llm/replit/

backend-assets/grpc/starcoder: backend-assets/grpc sources/go-ggml-transformers/libtransformers.a
CGO_LDFLAGS="$(CGO_LDFLAGS)" C_INCLUDE_PATH=$(CURDIR)/sources/go-ggml-transformers LIBRARY_PATH=$(CURDIR)/sources/go-ggml-transformers \
$(GOCMD) build -ldflags "$(LD_FLAGS)" -tags "$(GO_TAGS)" -o backend-assets/grpc/starcoder ./backend/go/llm/starcoder/

backend-assets/grpc/rwkv: backend-assets/grpc sources/go-rwkv/librwkv.a
CGO_LDFLAGS="$(CGO_LDFLAGS)" C_INCLUDE_PATH=$(CURDIR)/sources/go-rwkv LIBRARY_PATH=$(CURDIR)/sources/go-rwkv \
$(GOCMD) build -ldflags "$(LD_FLAGS)" -tags "$(GO_TAGS)" -o backend-assets/grpc/rwkv ./backend/go/llm/rwkv
Expand Down
23 changes: 0 additions & 23 deletions backend/go/llm/gpt2/main.go
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23 changes: 0 additions & 23 deletions backend/go/llm/starcoder/main.go
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5 changes: 2 additions & 3 deletions docs/content/docs/reference/compatibility-table.md
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Expand Up @@ -16,18 +16,16 @@ LocalAI will attempt to automatically load models which are not explicitly confi

| Backend and Bindings | Compatible models | Completion/Chat endpoint | Capability | Embeddings support | Token stream support | Acceleration |
|----------------------------------------------------------------------------------|-----------------------|--------------------------|---------------------------|-----------------------------------|----------------------|--------------|
| [llama.cpp]({{%relref "docs/features/text-generation#llama.cpp" %}}) | Vicuna, Alpaca, LLaMa, Falcon, [and many others](https://github.com/ggerganov/llama.cpp?tab=readme-ov-file#description) | yes | GPT and Functions | yes** | yes | CUDA, openCL, cuBLAS, Metal |
| [llama.cpp]({{%relref "docs/features/text-generation#llama.cpp" %}}) | Vicuna, Alpaca, LLaMa, Falcon, Starcoder, GPT-2, [and many others](https://github.com/ggerganov/llama.cpp?tab=readme-ov-file#description) | yes | GPT and Functions | yes** | yes | CUDA, openCL, cuBLAS, Metal |
| [gpt4all-llama](https://github.com/nomic-ai/gpt4all) | Vicuna, Alpaca, LLaMa | yes | GPT | no | yes | N/A |
| [gpt4all-mpt](https://github.com/nomic-ai/gpt4all) | MPT | yes | GPT | no | yes | N/A |
| [gpt4all-j](https://github.com/nomic-ai/gpt4all) | GPT4ALL-J | yes | GPT | no | yes | N/A |
| [falcon-ggml](https://github.com/ggerganov/ggml) ([binding](https://github.com/go-skynet/go-ggml-transformers.cpp)) | Falcon (*) | yes | GPT | no | no | N/A |
| [gpt2](https://github.com/ggerganov/ggml) ([binding](https://github.com/go-skynet/go-ggml-transformers.cpp)) | GPT2, Cerebras | yes | GPT | no | no | N/A |
| [dolly](https://github.com/ggerganov/ggml) ([binding](https://github.com/go-skynet/go-ggml-transformers.cpp)) | Dolly | yes | GPT | no | no | N/A |
| [gptj](https://github.com/ggerganov/ggml) ([binding](https://github.com/go-skynet/go-ggml-transformers.cpp)) | GPTJ | yes | GPT | no | no | N/A |
| [mpt](https://github.com/ggerganov/ggml) ([binding](https://github.com/go-skynet/go-ggml-transformers.cpp)) | MPT | yes | GPT | no | no | N/A |
| [replit](https://github.com/ggerganov/ggml) ([binding](https://github.com/go-skynet/go-ggml-transformers.cpp)) | Replit | yes | GPT | no | no | N/A |
| [gptneox](https://github.com/ggerganov/ggml) ([binding](https://github.com/go-skynet/go-ggml-transformers.cpp)) | GPT NeoX, RedPajama, StableLM | yes | GPT | no | no | N/A |
| [starcoder](https://github.com/ggerganov/ggml) ([binding](https://github.com/go-skynet/go-ggml-transformers.cpp)) | Starcoder | yes | GPT | no | no | N/A|
| [bloomz](https://github.com/NouamaneTazi/bloomz.cpp) ([binding](https://github.com/go-skynet/bloomz.cpp)) | Bloom | yes | GPT | no | no | N/A |
| [rwkv](https://github.com/saharNooby/rwkv.cpp) ([binding](https://github.com/donomii/go-rwkv.cpp)) | rwkv | yes | GPT | no | yes | N/A |
| [bert](https://github.com/skeskinen/bert.cpp) ([binding](https://github.com/go-skynet/go-bert.cpp)) | bert | no | Embeddings only | yes | no | N/A |
Expand All @@ -47,6 +45,7 @@ LocalAI will attempt to automatically load models which are not explicitly confi
| [tinydream](https://github.com/symisc/tiny-dream#tiny-dreaman-embedded-header-only-stable-diffusion-inference-c-librarypixlabiotiny-dream) | stablediffusion | no | Image | no | no | N/A |
| `coqui` | Coqui | no | Audio generation and Voice cloning | no | no | CPU/CUDA |
| `petals` | Various GPTs and quantization formats | yes | GPT | no | no | CPU/CUDA |
| `transformers` | Various GPTs and quantization formats | yes | GPT, embeddings | yes | no | CPU/CUDA |

Note: any backend name listed above can be used in the `backend` field of the model configuration file (See [the advanced section]({{%relref "docs/advanced" %}})).

Expand Down
4 changes: 0 additions & 4 deletions pkg/model/initializers.go
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Expand Up @@ -23,13 +23,11 @@ const (
GoLlamaBackend = "llama"
LlamaGGML = "llama-ggml"
LLamaCPP = "llama-cpp"
StarcoderBackend = "starcoder"
GPTJBackend = "gptj"
DollyBackend = "dolly"
MPTBackend = "mpt"
GPTNeoXBackend = "gptneox"
ReplitBackend = "replit"
Gpt2Backend = "gpt2"
Gpt4AllLlamaBackend = "gpt4all-llama"
Gpt4AllMptBackend = "gpt4all-mpt"
Gpt4AllJBackend = "gpt4all-j"
Expand All @@ -55,11 +53,9 @@ var AutoLoadBackends []string = []string{
GPTNeoXBackend,
BertEmbeddingsBackend,
GPTJBackend,
Gpt2Backend,
DollyBackend,
MPTBackend,
ReplitBackend,
StarcoderBackend,
RwkvBackend,
WhisperBackend,
StableDiffusionBackend,
Expand Down
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