diff --git a/flake.nix b/flake.nix index f26a983e..83cedfa6 100644 --- a/flake.nix +++ b/flake.nix @@ -148,6 +148,8 @@ }; packages = rec { + inherit server; + default = pkgs.writeShellApplication { name = "text-generation-inference"; runtimeInputs = [ diff --git a/server/Makefile-eetq b/server/Makefile-eetq index 726e47b5..5b53122b 100644 --- a/server/Makefile-eetq +++ b/server/Makefile-eetq @@ -1,4 +1,4 @@ -eetq_commit := 1657b1504faa359e2ce0ac02999439d7ac8c74c0 +eetq_commit := 81e0b14d64088d58ef6acd2c8f3e788d59324407 eetq: # Clone eetq diff --git a/server/bounds-from-nix.py b/server/bounds-from-nix.py new file mode 100755 index 00000000..42422b8b --- /dev/null +++ b/server/bounds-from-nix.py @@ -0,0 +1,40 @@ +#!/usr/bin/env python3 + +import json +import subprocess +from typing import Dict, Union +import toml + +# Special cases that have download URLs. +SKIP = {"attention-kernels", "marlin-kernels", "moe-kernels"} + + +def is_optional(info: Union[str, Dict[str, str]]) -> bool: + return isinstance(info, dict) and "optional" in info and info["optional"] + + +if __name__ == "__main__": + with open("pyproject.toml") as f: + pyproject = toml.load(f) + + nix_packages = json.loads( + subprocess.run( + ["nix", "develop", ".#server", "--command", "pip", "list", "--format=json"], + stdout=subprocess.PIPE, + ).stdout + ) + + nix_packages = {pkg["name"]: pkg["version"] for pkg in nix_packages} + + packages = [] + optional_packages = [] + + for package, info in pyproject["tool"]["poetry"]["dependencies"].items(): + if package in nix_packages and package not in SKIP: + if is_optional(info): + optional_packages.append(f'"{package}@^{nix_packages[package]}"') + else: + packages.append(f'"{package}@^{nix_packages[package]}"') + + print(f"poetry add {' '.join(packages)}") + print(f"poetry add --optional {' '.join(optional_packages)}") diff --git a/server/poetry.lock b/server/poetry.lock index fc8404c8..7cf440dd 100644 --- a/server/poetry.lock +++ b/server/poetry.lock @@ -2,33 +2,34 @@ [[package]] name = "accelerate" -version = "0.29.3" +version = "1.1.1" description = "Accelerate" optional = true -python-versions = ">=3.8.0" +python-versions = ">=3.9.0" files = [ - {file = "accelerate-0.29.3-py3-none-any.whl", hash = "sha256:99d633d4b6126817c5e554487406748be95c8d1d1e659dd2fd60657e35f532dd"}, - {file = "accelerate-0.29.3.tar.gz", hash = "sha256:1a5a845b06b24b41736b219b2b20fd021ca5dff4070a252445fd6de736e347ac"}, + {file = "accelerate-1.1.1-py3-none-any.whl", hash = "sha256:61edd81762131b8d4bede008643fa1e1f3bf59bec710ebda9771443e24feae02"}, + {file = "accelerate-1.1.1.tar.gz", hash = "sha256:0d39dfac557052bc735eb2703a0e87742879e1e40b88af8a2f9a93233d4cd7db"}, ] [package.dependencies] -huggingface-hub = "*" -numpy = ">=1.17" +huggingface-hub = ">=0.21.0" +numpy = ">=1.17,<3.0.0" packaging = ">=20.0" psutil = "*" pyyaml = "*" -safetensors = ">=0.3.1" +safetensors = ">=0.4.3" torch = ">=1.10.0" [package.extras] -dev = ["bitsandbytes", "black (>=23.1,<24.0)", 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["bitsandbytes", "datasets", "diffusers", "evaluate", "scikit-learn", "scipy", "timm", "torchdata (>=0.8.0)", "torchpippy (>=0.2.0)", "tqdm", "transformers"] test-prod = ["parameterized", "pytest (>=7.2.0,<=8.0.0)", "pytest-subtests", "pytest-xdist"] test-trackers = ["comet-ml", "dvclive", "tensorboard", "wandb"] -testing = ["bitsandbytes", "datasets", "deepspeed", "evaluate", "parameterized", "pytest (>=7.2.0,<=8.0.0)", "pytest-subtests", "pytest-xdist", "scikit-learn", "scipy", "timm", "torchpippy (>=0.2.0)", "tqdm", "transformers"] +testing = ["bitsandbytes", "datasets", "diffusers", "evaluate", "parameterized", "pytest (>=7.2.0,<=8.0.0)", "pytest-subtests", "pytest-xdist", "scikit-learn", "scipy", "timm", "torchdata (>=0.8.0)", "torchpippy (>=0.2.0)", "tqdm", "transformers"] [[package]] name = "aiohappyeyeballs" @@ -576,13 +577,13 @@ files = [ [[package]] name = "einops" -version = "0.6.1" +version = "0.8.0" description = "A new flavour of deep learning operations" optional = false 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python_version >= "3.9" and python_version < "3.13" click==8.1.7 ; python_version >= "3.9" and python_version < "3.13" colorama==0.4.6 ; python_version >= "3.9" and python_version < "3.13" and (sys_platform == "win32" or platform_system == "Windows") deprecated==1.2.14 ; python_version >= "3.9" and python_version < "3.13" -einops==0.6.1 ; python_version >= "3.9" and python_version < "3.13" +einops==0.8.0 ; python_version >= "3.9" and python_version < "3.13" filelock==3.16.1 ; python_version >= "3.9" and python_version < "3.13" fsspec==2024.6.1 ; python_version >= "3.9" and python_version < "3.13" googleapis-common-protos==1.65.0 ; python_version >= "3.9" and python_version < "3.13" grpc-interceptor==0.15.4 ; python_version >= "3.9" and python_version < "3.13" grpcio-reflection==1.62.3 ; python_version >= "3.9" and python_version < "3.13" grpcio-status==1.62.3 ; python_version >= "3.9" and python_version < "3.13" -grpcio==1.67.0 ; python_version >= "3.9" and python_version < "3.13" +grpcio==1.68.0 ; python_version >= "3.9" and python_version < "3.13" hf-transfer==0.1.8 ; python_version >= "3.9" and python_version < "3.13" huggingface-hub==0.23.5 ; python_version >= "3.9" and python_version < "3.13" idna==3.10 ; python_version >= "3.9" and python_version < "3.13" importlib-metadata==7.1.0 ; python_version >= "3.9" and python_version < "3.13" -loguru==0.6.0 ; python_version >= "3.9" and python_version < "3.13" +loguru==0.7.2 ; python_version >= "3.9" and python_version < "3.13" markdown-it-py==3.0.0 ; python_version >= "3.9" and python_version < "3.13" mdurl==0.1.2 ; python_version >= "3.9" and python_version < "3.13" numpy==1.26.4 ; python_version >= "3.9" and python_version < "3.13" -opentelemetry-api==1.25.0 ; python_version >= "3.9" and python_version < "3.13" -opentelemetry-exporter-otlp-proto-common==1.25.0 ; python_version >= "3.9" and python_version < "3.13" -opentelemetry-exporter-otlp-proto-grpc==1.25.0 ; python_version >= "3.9" and python_version < "3.13" -opentelemetry-exporter-otlp-proto-http==1.25.0 ; python_version >= "3.9" and python_version < "3.13" -opentelemetry-exporter-otlp==1.25.0 ; python_version >= "3.9" and python_version < "3.13" -opentelemetry-instrumentation-grpc==0.46b0 ; python_version >= "3.9" and python_version < "3.13" -opentelemetry-instrumentation==0.46b0 ; python_version >= "3.9" and python_version < "3.13" -opentelemetry-proto==1.25.0 ; python_version >= "3.9" and python_version < "3.13" -opentelemetry-sdk==1.25.0 ; python_version >= "3.9" and python_version < "3.13" -opentelemetry-semantic-conventions==0.46b0 ; python_version >= "3.9" and python_version < "3.13" +opentelemetry-api==1.27.0 ; python_version >= "3.9" and python_version < "3.13" +opentelemetry-exporter-otlp-proto-common==1.27.0 ; python_version >= "3.9" and python_version < "3.13" +opentelemetry-exporter-otlp-proto-grpc==1.27.0 ; python_version >= "3.9" and python_version < "3.13" +opentelemetry-exporter-otlp-proto-http==1.27.0 ; python_version >= "3.9" and python_version < "3.13" +opentelemetry-exporter-otlp==1.27.0 ; python_version >= "3.9" and python_version < "3.13" +opentelemetry-instrumentation-grpc==0.48b0 ; python_version >= "3.9" and python_version < "3.13" +opentelemetry-instrumentation==0.48b0 ; python_version >= "3.9" and python_version < "3.13" +opentelemetry-proto==1.27.0 ; python_version >= "3.9" and python_version < "3.13" +opentelemetry-sdk==1.27.0 ; python_version >= "3.9" and python_version < "3.13" +opentelemetry-semantic-conventions==0.48b0 ; python_version >= "3.9" and python_version < "3.13" packaging==24.1 ; python_version >= "3.9" and python_version < "3.13" -pillow==10.4.0 ; python_version >= "3.9" and python_version < "3.13" +pillow==11.0.0 ; python_version >= "3.9" and python_version < "3.13" prometheus-client==0.20.0 ; python_version >= "3.9" and python_version < "3.13" protobuf==4.25.5 ; python_version >= "3.9" and python_version < "3.13" py-cpuinfo==9.0.0 ; python_version >= "3.9" and python_version < "3.13" @@ -38,15 +38,16 @@ pygments==2.18.0 ; python_version >= "3.9" and python_version < "3.13" pyyaml==6.0.2 ; python_version >= "3.9" and python_version < "3.13" regex==2024.9.11 ; python_version >= "3.9" and python_version < "3.13" requests==2.32.3 ; python_version >= "3.9" and python_version < "3.13" -rich==13.9.3 ; python_version >= "3.9" and python_version < "3.13" +rich==13.9.4 ; python_version >= "3.9" and python_version < "3.13" safetensors==0.4.5 ; python_version >= "3.9" and python_version < "3.13" scipy==1.13.1 ; python_version >= "3.9" and python_version < "3.13" sentencepiece==0.2.0 ; python_version >= "3.9" and python_version < "3.13" setuptools==75.2.0 ; python_version >= "3.9" and python_version < "3.13" -tokenizers==0.20.1 ; python_version >= "3.9" and python_version < "3.13" +shellingham==1.5.4 ; python_version >= "3.9" and python_version < "3.13" +tokenizers==0.20.3 ; python_version >= "3.9" and python_version < "3.13" tqdm==4.66.5 ; python_version >= "3.9" and python_version < "3.13" -transformers==4.46.0 ; python_version >= "3.9" and python_version < "3.13" -typer==0.6.1 ; python_version >= "3.9" and python_version < "3.13" +transformers==4.46.3 ; python_version >= "3.9" and python_version < "3.13" +typer==0.12.5 ; python_version >= "3.9" and python_version < "3.13" typing-extensions==4.12.2 ; python_version >= "3.9" and python_version < "3.13" urllib3==2.2.3 ; python_version >= "3.9" and python_version < "3.13" win32-setctime==1.1.0 ; python_version >= "3.9" and python_version < "3.13" and sys_platform == "win32" diff --git a/server/requirements_intel.txt b/server/requirements_intel.txt index ad4ea56b..ee75b2b5 100644 --- a/server/requirements_intel.txt +++ b/server/requirements_intel.txt @@ -3,34 +3,34 @@ charset-normalizer==3.4.0 ; python_version >= "3.9" and python_version < "3.13" click==8.1.7 ; python_version >= "3.9" and python_version < "3.13" colorama==0.4.6 ; python_version >= "3.9" and python_version < "3.13" and (sys_platform == "win32" or platform_system == "Windows") deprecated==1.2.14 ; python_version >= "3.9" and python_version < "3.13" -einops==0.6.1 ; python_version >= "3.9" and python_version < "3.13" +einops==0.8.0 ; python_version >= "3.9" and python_version < "3.13" filelock==3.16.1 ; python_version >= "3.9" and python_version < "3.13" fsspec==2024.6.1 ; python_version >= "3.9" and python_version < "3.13" googleapis-common-protos==1.65.0 ; python_version >= "3.9" and python_version < "3.13" grpc-interceptor==0.15.4 ; python_version >= "3.9" and python_version < "3.13" grpcio-reflection==1.62.3 ; python_version >= "3.9" and python_version < "3.13" grpcio-status==1.62.3 ; python_version >= "3.9" and python_version < "3.13" -grpcio==1.67.0 ; python_version >= "3.9" and python_version < "3.13" +grpcio==1.68.0 ; python_version >= "3.9" and python_version < "3.13" hf-transfer==0.1.8 ; python_version >= "3.9" and python_version < "3.13" huggingface-hub==0.23.5 ; python_version >= "3.9" and python_version < "3.13" idna==3.10 ; python_version >= "3.9" and python_version < "3.13" importlib-metadata==7.1.0 ; python_version >= "3.9" and python_version < "3.13" -loguru==0.6.0 ; python_version >= "3.9" and python_version < "3.13" +loguru==0.7.2 ; python_version >= "3.9" and python_version < "3.13" markdown-it-py==3.0.0 ; python_version >= "3.9" and python_version < "3.13" mdurl==0.1.2 ; python_version >= "3.9" and python_version < "3.13" numpy==1.26.4 ; python_version >= "3.9" and python_version < "3.13" -opentelemetry-api==1.25.0 ; python_version >= "3.9" and python_version < "3.13" -opentelemetry-exporter-otlp-proto-common==1.25.0 ; python_version >= "3.9" and python_version < "3.13" -opentelemetry-exporter-otlp-proto-grpc==1.25.0 ; python_version >= "3.9" and python_version < "3.13" -opentelemetry-exporter-otlp-proto-http==1.25.0 ; python_version >= "3.9" and python_version < "3.13" -opentelemetry-exporter-otlp==1.25.0 ; python_version >= "3.9" and python_version < "3.13" -opentelemetry-instrumentation-grpc==0.46b0 ; python_version >= "3.9" and python_version < "3.13" -opentelemetry-instrumentation==0.46b0 ; python_version >= "3.9" and python_version < "3.13" -opentelemetry-proto==1.25.0 ; python_version >= "3.9" and python_version < "3.13" -opentelemetry-sdk==1.25.0 ; python_version >= "3.9" and python_version < "3.13" -opentelemetry-semantic-conventions==0.46b0 ; python_version >= "3.9" and python_version < "3.13" +opentelemetry-api==1.27.0 ; python_version >= "3.9" and python_version < "3.13" +opentelemetry-exporter-otlp-proto-common==1.27.0 ; python_version >= "3.9" and python_version < "3.13" +opentelemetry-exporter-otlp-proto-grpc==1.27.0 ; python_version >= "3.9" and python_version < "3.13" +opentelemetry-exporter-otlp-proto-http==1.27.0 ; python_version >= "3.9" and python_version < "3.13" +opentelemetry-exporter-otlp==1.27.0 ; python_version >= "3.9" and python_version < "3.13" +opentelemetry-instrumentation-grpc==0.48b0 ; python_version >= "3.9" and python_version < "3.13" +opentelemetry-instrumentation==0.48b0 ; python_version >= "3.9" and python_version < "3.13" +opentelemetry-proto==1.27.0 ; python_version >= "3.9" and python_version < "3.13" +opentelemetry-sdk==1.27.0 ; python_version >= "3.9" and python_version < "3.13" +opentelemetry-semantic-conventions==0.48b0 ; python_version >= "3.9" and python_version < "3.13" packaging==24.1 ; python_version >= "3.9" and python_version < "3.13" -pillow==10.4.0 ; python_version >= "3.9" and python_version < "3.13" +pillow==11.0.0 ; python_version >= "3.9" and python_version < "3.13" prometheus-client==0.20.0 ; python_version >= "3.9" and python_version < "3.13" protobuf==4.25.5 ; python_version >= "3.9" and python_version < "3.13" py-cpuinfo==9.0.0 ; python_version >= "3.9" and python_version < "3.13" @@ -38,15 +38,16 @@ pygments==2.18.0 ; python_version >= "3.9" and python_version < "3.13" pyyaml==6.0.2 ; python_version >= "3.9" and python_version < "3.13" regex==2024.9.11 ; python_version >= "3.9" and python_version < "3.13" requests==2.32.3 ; python_version >= "3.9" and python_version < "3.13" -rich==13.9.3 ; python_version >= "3.9" and python_version < "3.13" +rich==13.9.4 ; python_version >= "3.9" and python_version < "3.13" safetensors==0.4.5 ; python_version >= "3.9" and python_version < "3.13" scipy==1.13.1 ; python_version >= "3.9" and python_version < "3.13" sentencepiece==0.2.0 ; python_version >= "3.9" and python_version < "3.13" setuptools==75.2.0 ; python_version >= "3.9" and python_version < "3.13" -tokenizers==0.20.1 ; python_version >= "3.9" and python_version < "3.13" +shellingham==1.5.4 ; python_version >= "3.9" and python_version < "3.13" +tokenizers==0.20.3 ; python_version >= "3.9" and python_version < "3.13" tqdm==4.66.5 ; python_version >= "3.9" and python_version < "3.13" -transformers==4.46.0 ; python_version >= "3.9" and python_version < "3.13" -typer==0.6.1 ; python_version >= "3.9" and python_version < "3.13" +transformers==4.46.3 ; python_version >= "3.9" and python_version < "3.13" +typer==0.12.5 ; python_version >= "3.9" and python_version < "3.13" typing-extensions==4.12.2 ; python_version >= "3.9" and python_version < "3.13" urllib3==2.2.3 ; python_version >= "3.9" and python_version < "3.13" win32-setctime==1.1.0 ; python_version >= "3.9" and python_version < "3.13" and sys_platform == "win32" diff --git a/server/requirements_rocm.txt b/server/requirements_rocm.txt index ad4ea56b..ee75b2b5 100644 --- a/server/requirements_rocm.txt +++ b/server/requirements_rocm.txt @@ -3,34 +3,34 @@ charset-normalizer==3.4.0 ; python_version >= "3.9" and python_version < "3.13" click==8.1.7 ; python_version >= "3.9" and python_version < "3.13" colorama==0.4.6 ; python_version >= "3.9" and python_version < "3.13" and (sys_platform == "win32" or platform_system == "Windows") deprecated==1.2.14 ; python_version >= "3.9" and python_version < "3.13" -einops==0.6.1 ; python_version >= "3.9" and python_version < "3.13" +einops==0.8.0 ; python_version >= "3.9" and python_version < "3.13" filelock==3.16.1 ; python_version >= "3.9" and python_version < "3.13" fsspec==2024.6.1 ; python_version >= "3.9" and python_version < "3.13" googleapis-common-protos==1.65.0 ; python_version >= "3.9" and python_version < "3.13" grpc-interceptor==0.15.4 ; python_version >= "3.9" and python_version < "3.13" grpcio-reflection==1.62.3 ; python_version >= "3.9" and python_version < "3.13" grpcio-status==1.62.3 ; python_version >= "3.9" and python_version < "3.13" -grpcio==1.67.0 ; python_version >= "3.9" and python_version < "3.13" +grpcio==1.68.0 ; python_version >= "3.9" and python_version < "3.13" hf-transfer==0.1.8 ; python_version >= "3.9" and python_version < "3.13" huggingface-hub==0.23.5 ; python_version >= "3.9" and python_version < "3.13" idna==3.10 ; python_version >= "3.9" and python_version < "3.13" importlib-metadata==7.1.0 ; python_version >= "3.9" and python_version < "3.13" -loguru==0.6.0 ; python_version >= "3.9" and python_version < "3.13" +loguru==0.7.2 ; python_version >= "3.9" and python_version < "3.13" markdown-it-py==3.0.0 ; python_version >= "3.9" and python_version < "3.13" mdurl==0.1.2 ; python_version >= "3.9" and python_version < "3.13" numpy==1.26.4 ; python_version >= "3.9" and python_version < "3.13" -opentelemetry-api==1.25.0 ; python_version >= "3.9" and python_version < "3.13" -opentelemetry-exporter-otlp-proto-common==1.25.0 ; python_version >= "3.9" and python_version < "3.13" -opentelemetry-exporter-otlp-proto-grpc==1.25.0 ; python_version >= "3.9" and python_version < "3.13" -opentelemetry-exporter-otlp-proto-http==1.25.0 ; python_version >= "3.9" and python_version < "3.13" -opentelemetry-exporter-otlp==1.25.0 ; python_version >= "3.9" and python_version < "3.13" -opentelemetry-instrumentation-grpc==0.46b0 ; python_version >= "3.9" and python_version < "3.13" -opentelemetry-instrumentation==0.46b0 ; python_version >= "3.9" and python_version < "3.13" -opentelemetry-proto==1.25.0 ; python_version >= "3.9" and python_version < "3.13" -opentelemetry-sdk==1.25.0 ; python_version >= "3.9" and python_version < "3.13" -opentelemetry-semantic-conventions==0.46b0 ; python_version >= "3.9" and python_version < "3.13" +opentelemetry-api==1.27.0 ; python_version >= "3.9" and python_version < "3.13" +opentelemetry-exporter-otlp-proto-common==1.27.0 ; python_version >= "3.9" and python_version < "3.13" +opentelemetry-exporter-otlp-proto-grpc==1.27.0 ; python_version >= "3.9" and python_version < "3.13" +opentelemetry-exporter-otlp-proto-http==1.27.0 ; python_version >= "3.9" and python_version < "3.13" +opentelemetry-exporter-otlp==1.27.0 ; python_version >= "3.9" and python_version < "3.13" +opentelemetry-instrumentation-grpc==0.48b0 ; python_version >= "3.9" and python_version < "3.13" +opentelemetry-instrumentation==0.48b0 ; python_version >= "3.9" and python_version < "3.13" +opentelemetry-proto==1.27.0 ; python_version >= "3.9" and python_version < "3.13" +opentelemetry-sdk==1.27.0 ; python_version >= "3.9" and python_version < "3.13" +opentelemetry-semantic-conventions==0.48b0 ; python_version >= "3.9" and python_version < "3.13" packaging==24.1 ; python_version >= "3.9" and python_version < "3.13" -pillow==10.4.0 ; python_version >= "3.9" and python_version < "3.13" +pillow==11.0.0 ; python_version >= "3.9" and python_version < "3.13" prometheus-client==0.20.0 ; python_version >= "3.9" and python_version < "3.13" protobuf==4.25.5 ; python_version >= "3.9" and python_version < "3.13" py-cpuinfo==9.0.0 ; python_version >= "3.9" and python_version < "3.13" @@ -38,15 +38,16 @@ pygments==2.18.0 ; python_version >= "3.9" and python_version < "3.13" pyyaml==6.0.2 ; python_version >= "3.9" and python_version < "3.13" regex==2024.9.11 ; python_version >= "3.9" and python_version < "3.13" requests==2.32.3 ; python_version >= "3.9" and python_version < "3.13" -rich==13.9.3 ; python_version >= "3.9" and python_version < "3.13" +rich==13.9.4 ; python_version >= "3.9" and python_version < "3.13" safetensors==0.4.5 ; python_version >= "3.9" and python_version < "3.13" scipy==1.13.1 ; python_version >= "3.9" and python_version < "3.13" sentencepiece==0.2.0 ; python_version >= "3.9" and python_version < "3.13" setuptools==75.2.0 ; python_version >= "3.9" and python_version < "3.13" -tokenizers==0.20.1 ; python_version >= "3.9" and python_version < "3.13" +shellingham==1.5.4 ; python_version >= "3.9" and python_version < "3.13" +tokenizers==0.20.3 ; python_version >= "3.9" and python_version < "3.13" tqdm==4.66.5 ; python_version >= "3.9" and python_version < "3.13" -transformers==4.46.0 ; python_version >= "3.9" and python_version < "3.13" -typer==0.6.1 ; python_version >= "3.9" and python_version < "3.13" +transformers==4.46.3 ; python_version >= "3.9" and python_version < "3.13" +typer==0.12.5 ; python_version >= "3.9" and python_version < "3.13" typing-extensions==4.12.2 ; python_version >= "3.9" and python_version < "3.13" urllib3==2.2.3 ; python_version >= "3.9" and python_version < "3.13" win32-setctime==1.1.0 ; python_version >= "3.9" and python_version < "3.13" and sys_platform == "win32" diff --git a/server/text_generation_server/models/causal_lm.py b/server/text_generation_server/models/causal_lm.py index 82407de3..2f9ca456 100644 --- a/server/text_generation_server/models/causal_lm.py +++ b/server/text_generation_server/models/causal_lm.py @@ -630,7 +630,9 @@ class CausalLM(Model): if tokenizer.pad_token_id is None: if model.config.pad_token_id is not None: tokenizer.pad_token_id = model.config.pad_token_id - elif model.config.eos_token_id is not None and isinstance(model.config.eos_token_id, int): + elif model.config.eos_token_id is not None and isinstance( + model.config.eos_token_id, int + ): tokenizer.pad_token_id = model.config.eos_token_id elif tokenizer.eos_token_id is not None: tokenizer.pad_token_id = tokenizer.eos_token_id