mirror of
https://github.com/huggingface/text-generation-inference.git
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cef0553d59
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" } ```
64 lines
1.7 KiB
TOML
64 lines
1.7 KiB
TOML
[tool.poetry]
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name = "text-generation-server"
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version = "1.4.0"
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description = "Text Generation Inference Python gRPC Server"
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authors = ["Olivier Dehaene <olivier@huggingface.co>"]
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[tool.poetry.scripts]
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text-generation-server = 'text_generation_server.cli:app'
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[tool.poetry.dependencies]
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python = ">=3.9,<3.13"
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protobuf = "^4.21.7"
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grpcio = "^1.51.1"
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grpcio-status = "^1.51.1"
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grpcio-reflection = "^1.51.1"
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grpc-interceptor = "^0.15.0"
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typer = "^0.6.1"
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accelerate = { version = "^0.25.0", optional = true }
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bitsandbytes = { version = "^0.41.1", optional = true }
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safetensors = "^0.3.2"
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loguru = "^0.6.0"
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opentelemetry-api = "^1.15.0"
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opentelemetry-exporter-otlp = "^1.15.0"
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opentelemetry-instrumentation-grpc = "^0.36b0"
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hf-transfer = "^0.1.2"
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sentencepiece = "^0.1.97"
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tokenizers = "^0.15.0"
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huggingface-hub = "^0.19.3"
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transformers = "^4.37.1"
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einops = "^0.6.1"
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texttable = { version = "^1.6.7", optional = true }
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datasets = { version = "^2.14.0", optional = true }
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peft = { version = "^0.8.2", optional = true }
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torch = { version = "^2.1.1", optional = true }
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scipy = "^1.11.1"
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pillow = "^10.0.0"
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outlines="^0.0.27"
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[tool.poetry.extras]
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torch = ["torch"]
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accelerate = ["accelerate"]
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bnb = ["bitsandbytes"]
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peft = ["peft"]
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quantize = ["texttable", "datasets", "accelerate"]
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[tool.poetry.group.dev.dependencies]
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grpcio-tools = "^1.51.1"
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pytest = "^7.3.0"
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[[tool.poetry.source]]
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name = "pytorch-gpu-src"
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url = "https://download.pytorch.org/whl/cu121"
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priority = "explicit"
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[tool.pytest.ini_options]
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markers = ["private: marks tests as requiring an admin hf token (deselect with '-m \"not private\"')"]
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[build-system]
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requires = [
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"poetry-core>=1.0.0",
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]
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build-backend = "poetry.core.masonry.api"
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