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55acb86f42
This WIP PR starts to add grammar support via outlines, currently this PR supports very simple regex grammars and does not optimize for precompiling or caching grammar fsm's. todo: - [X] add simple outlines guidance to `NextTokenChooser` - [X] update protos for grammar - [X] update generation params API - [X] constrain simple grammar - [ ] support parsing more complex grammar into fsm - [ ] support all outline support grammar types - [ ] explore optimizations to avoid recompiling grammars guided request ```bash curl -s 'http://localhost:3000/generate' \ --header 'Content-Type: application/json' \ --data-raw '{ "inputs": "make an email for david: \n", "parameters": { "max_new_tokens": 6, "grammar": "[\\w-]+@([\\w-]+\\.)+[\\w-]+" } }' | jq ``` response ```json { "generated_text": "david@example.com" } ``` unguided request ```bash curl -s 'http://localhost:3000/generate' \ --header 'Content-Type: application/json' \ --data '{ "inputs": "make an email for david: \n", "parameters": { "max_new_tokens": 6 } }' | jq ``` response ```json { "generated_text": " email = 'david" } ``` |
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| .. | ||
| custom_kernels | ||
| exllama_kernels | ||
| exllamav2_kernels | ||
| tests | ||
| text_generation_server | ||
| .gitignore | ||
| Makefile | ||
| Makefile-awq | ||
| Makefile-eetq | ||
| Makefile-flash-att | ||
| Makefile-flash-att-v2 | ||
| Makefile-selective-scan | ||
| Makefile-vllm | ||
| poetry.lock | ||
| pyproject.toml | ||
| README.md | ||
| requirements_common.txt | ||
| requirements_cuda.txt | ||
| requirements_rocm.txt | ||
| requirements.txt | ||
Text Generation Inference Python gRPC Server
A Python gRPC server for Text Generation Inference
Install
make install
Run
make run-dev