feat: supporing aya models.
yasserkh2 opened this issue · comments
Describe the bug
When attempting to add the CohereForAI/aya-101 model using CohereForAI's Aya model, an error occurred during the loading process.
bentoml.exceptions.BentoMLException: Failed to load bento model because it does not contain a 'model.yaml'
To reproduce
1-add the model like they describe here [https://github.com/bentoml/OpenLLM/blob/main/ADDING_NEW_MODEL.md]
2-pip install openllm
3-openllm -h
4-Run the command to add the TRUST_REMOTE_CODE=True openllm start CohereForAI/aya-101 model.
Logs
It is recommended to specify the backend explicitly. Cascading backend might lead to unexpected behaviour.
Traceback (most recent call last):
File "/home/ubuntu/python/yasser/n_venv/lib/python3.10/site-packages/fs/osfs.py", line 647, in open
return io.open(
FileNotFoundError: [Errno 2] No such file or directory: b'/home/ubuntu/bentoml/models/vllm-cohereforai--aya-101/latest'
During handling of the above exception, another exception occurred:
Traceback (most recent call last):
File "/home/ubuntu/python/yasser/n_venv/lib/python3.10/site-packages/bentoml/_internal/store.py", line 144, in get
_tag.version = self._fs.readtext(_tag.latest_path())
File "/home/ubuntu/python/yasser/n_venv/lib/python3.10/site-packages/fs/base.py", line 693, in readtext
self.open(
File "/home/ubuntu/python/yasser/n_venv/lib/python3.10/site-packages/fs/osfs.py", line 643, in open
with convert_os_errors("open", path):
File "/home/ubuntu/python/yasser/n_venv/lib/python3.10/site-packages/fs/error_tools.py", line 89, in __exit__
reraise(fserror, fserror(self._path, exc=exc_value), traceback)
File "/home/ubuntu/python/yasser/n_venv/lib/python3.10/site-packages/six.py", line 718, in reraise
raise value.with_traceback(tb)
File "/home/ubuntu/python/yasser/n_venv/lib/python3.10/site-packages/fs/osfs.py", line 647, in open
return io.open(
fs.errors.ResourceNotFound: resource 'vllm-cohereforai--aya-101/latest' not found
During handling of the above exception, another exception occurred:
Traceback (most recent call last):
File "/home/ubuntu/python/yasser/n_venv/lib/python3.10/site-packages/fs/osfs.py", line 647, in open
return io.open(
FileNotFoundError: [Errno 2] No such file or directory: b'/home/ubuntu/bentoml/models/vllm-cohereforai--aya-101/7185b1d43433ec1b0a0039b043ea194ef6bc0a06/model.yaml'
During handling of the above exception, another exception occurred:
Traceback (most recent call last):
File "/home/ubuntu/python/yasser/n_venv/lib/python3.10/site-packages/bentoml/_internal/models/model.py", line 221, in from_fs
with item_fs.open(MODEL_YAML_FILENAME, "r") as model_yaml:
File "/home/ubuntu/python/yasser/n_venv/lib/python3.10/site-packages/fs/wrapfs.py", line 472, in open
open_file = _fs.open(
File "/home/ubuntu/python/yasser/n_venv/lib/python3.10/site-packages/fs/osfs.py", line 643, in open
with convert_os_errors("open", path):
File "/home/ubuntu/python/yasser/n_venv/lib/python3.10/site-packages/fs/error_tools.py", line 89, in __exit__
reraise(fserror, fserror(self._path, exc=exc_value), traceback)
File "/home/ubuntu/python/yasser/n_venv/lib/python3.10/site-packages/six.py", line 718, in reraise
raise value.with_traceback(tb)
File "/home/ubuntu/python/yasser/n_venv/lib/python3.10/site-packages/fs/osfs.py", line 647, in open
return io.open(
fs.errors.ResourceNotFound: resource 'model.yaml' not found
During handling of the above exception, another exception occurred:
Traceback (most recent call last):
File "/home/ubuntu/python/yasser/n_venv/bin/openllm", line 8, in <module>
sys.exit(cli())
File "/home/ubuntu/python/yasser/n_venv/lib/python3.10/site-packages/click/core.py", line 1157, in __call__
return self.main(*args, **kwargs)
File "/home/ubuntu/python/yasser/n_venv/lib/python3.10/site-packages/click/core.py", line 1078, in main
rv = self.invoke(ctx)
File "/home/ubuntu/python/yasser/n_venv/lib/python3.10/site-packages/click/core.py", line 1688, in invoke
return _process_result(sub_ctx.command.invoke(sub_ctx))
File "/home/ubuntu/python/yasser/n_venv/lib/python3.10/site-packages/click/core.py", line 1434, in invoke
return ctx.invoke(self.callback, **ctx.params)
File "/home/ubuntu/python/yasser/n_venv/lib/python3.10/site-packages/click/core.py", line 783, in invoke
return __callback(*args, **kwargs)
File "/home/ubuntu/python/yasser/n_venv/lib/python3.10/site-packages/openllm_cli/entrypoint.py", line 160, in wrapper
return_value = func(*args, **attrs)
File "/home/ubuntu/python/yasser/n_venv/lib/python3.10/site-packages/click/decorators.py", line 33, in new_func
return f(get_current_context(), *args, **kwargs)
File "/home/ubuntu/python/yasser/n_venv/lib/python3.10/site-packages/openllm_cli/entrypoint.py", line 141, in wrapper
return f(*args, **attrs)
File "/home/ubuntu/python/yasser/n_venv/lib/python3.10/site-packages/openllm_cli/entrypoint.py", line 366, in start_command
llm = openllm.LLM(
File "/home/ubuntu/python/yasser/n_venv/lib/python3.10/site-packages/openllm/_llm.py", line 223, in __init__
model = bentoml.models.get(self.tag)
File "/home/ubuntu/python/yasser/n_venv/lib/python3.10/site-packages/simple_di/__init__.py", line 139, in _
return func(*_inject_args(bind.args), **_inject_kwargs(bind.kwargs))
File "/home/ubuntu/python/yasser/n_venv/lib/python3.10/site-packages/bentoml/models.py", line 45, in get
return _model_store.get(tag)
File "/home/ubuntu/python/yasser/n_venv/lib/python3.10/site-packages/bentoml/_internal/store.py", line 149, in get
self._recreate_latest(_tag)
File "/home/ubuntu/python/yasser/n_venv/lib/python3.10/site-packages/bentoml/_internal/store.py", line 118, in _recreate_latest
items = self.list(tag.name)
File "/home/ubuntu/python/yasser/n_venv/lib/python3.10/site-packages/bentoml/_internal/store.py", line 106, in list
return [self._get_item(t) for t in tags]
File "/home/ubuntu/python/yasser/n_venv/lib/python3.10/site-packages/bentoml/_internal/store.py", line 106, in <listcomp>
return [self._get_item(t) for t in tags]
File "/home/ubuntu/python/yasser/n_venv/lib/python3.10/site-packages/bentoml/_internal/store.py", line 114, in _get_item
return self._item_type.from_fs(self._fs.opendir(tag.path()))
File "/home/ubuntu/python/yasser/n_venv/lib/python3.10/site-packages/bentoml/_internal/models/model.py", line 224, in from_fs
raise BentoMLException(
bentoml.exceptions.BentoMLException: Failed to load bento model because it does not contain a 'model.yaml'Environment
#### System information
`bentoml`: 1.1.11
`python`: 3.10.9
`platform`: Linux-5.15.0-1052-aws-x86_64-with-glibc2.31
`uid_gid`: 1000:1000
<details><summary><code>pip_packages</code></summary>
<br>
accelerate==0.27.2
aiohttp==3.9.3
aioprometheus==23.12.0
aiosignal==1.3.1
annotated-types==0.6.0
anyio==4.3.0
appdirs==1.4.4
asgiref==3.7.2
asttokens==2.4.1
async-timeout==4.0.3
attrs==23.2.0
bentoml==1.1.11
bitsandbytes==0.41.3.post2
build==0.10.0
cattrs==23.1.2
certifi==2024.2.2
charset-normalizer==3.3.2
circus==0.18.0
click==8.1.7
click-option-group==0.5.6
cloudpickle==3.0.0
coloredlogs==15.0.1
comm==0.2.1
contextlib2==21.6.0
cuda-python==12.3.0
cupy-cuda12x==12.1.0
datasets==2.17.1
debugpy==1.8.1
decorator==5.1.1
deepmerge==1.1.1
Deprecated==1.2.14
dill==0.3.8
distlib==0.3.8
distro==1.9.0
einops==0.7.0
exceptiongroup==1.2.0
executing==2.0.1
fastapi==0.109.2
fastcore==1.5.29
fastrlock==0.8.2
filelock==3.13.1
filetype==1.2.0
frozenlist==1.4.1
fs==2.4.16
fsspec==2023.10.0
ghapi==1.0.4
h11==0.14.0
httpcore==1.0.3
httptools==0.6.1
httpx==0.26.0
huggingface-hub==0.20.3
humanfriendly==10.0
idna==3.6
importlib-metadata==6.11.0
inflection==0.5.1
ipykernel==6.29.2
ipython==8.21.0
jedi==0.19.1
Jinja2==3.1.3
jsonschema==4.21.1
jsonschema-specifications==2023.12.1
jupyter_client==8.6.0
jupyter_core==5.7.1
markdown-it-py==3.0.0
MarkupSafe==2.1.5
matplotlib-inline==0.1.6
mdurl==0.1.2
mpmath==1.3.0
msgpack==1.0.7
multidict==6.0.5
multiprocess==0.70.16
mypy-extensions==1.0.0
nest-asyncio==1.6.0
networkx==3.2.1
ninja==1.11.1.1
numpy==1.26.4
nvidia-cublas-cu12==12.1.3.1
nvidia-cuda-cupti-cu12==12.1.105
nvidia-cuda-nvrtc-cu12==12.1.105
nvidia-cuda-runtime-cu12==12.1.105
nvidia-cudnn-cu12==8.9.2.26
nvidia-cufft-cu12==11.0.2.54
nvidia-curand-cu12==10.3.2.106
nvidia-cusolver-cu12==11.4.5.107
nvidia-cusparse-cu12==12.1.0.106
nvidia-ml-py==11.525.150
nvidia-nccl-cu12==2.18.1
nvidia-nvjitlink-cu12==12.3.101
nvidia-nvtx-cu12==12.1.105
openllm==0.4.44
openllm-client==0.4.44
openllm-core==0.4.44
opentelemetry-api==1.20.0
opentelemetry-instrumentation==0.41b0
opentelemetry-instrumentation-aiohttp-client==0.41b0
opentelemetry-instrumentation-asgi==0.41b0
opentelemetry-sdk==1.20.0
opentelemetry-semantic-conventions==0.41b0
opentelemetry-util-http==0.41b0
optimum==1.17.1
orjson==3.9.14
packaging==23.2
pandas==2.2.0
parso==0.8.3
pathspec==0.12.1
pexpect==4.9.0
pillow==10.2.0
pip-requirements-parser==32.0.1
pip-tools==7.3.0
platformdirs==4.2.0
prometheus_client==0.20.0
prompt-toolkit==3.0.43
protobuf==4.25.3
psutil==5.9.8
ptyprocess==0.7.0
pure-eval==0.2.2
pyarrow==15.0.0
pyarrow-hotfix==0.6
pydantic==2.6.1
pydantic_core==2.16.2
Pygments==2.17.2
pynvml==11.5.0
pyparsing==3.1.1
pyproject_hooks==1.0.0
python-dateutil==2.8.2
python-dotenv==1.0.1
python-json-logger==2.0.7
python-multipart==0.0.9
pytz==2024.1
PyYAML==6.0.1
pyzmq==25.1.2
quantile-python==1.1
ray==2.9.2
referencing==0.33.0
regex==2023.12.25
requests==2.31.0
rich==13.7.0
rpds-py==0.18.0
safetensors==0.4.2
schema==0.7.5
scipy==1.12.0
sentencepiece==0.2.0
simple-di==0.1.5
six==1.16.0
sniffio==1.3.0
stack-data==0.6.3
starlette==0.36.3
sympy==1.12
tokenizers==0.15.2
tomli==2.0.1
torch==2.1.2
tornado==6.4
tqdm==4.66.2
traitlets==5.14.1
transformers==4.37.2
triton==2.1.0
typing_extensions==4.9.0
tzdata==2024.1
urllib3==2.2.1
uvicorn==0.27.1
uvloop==0.19.0
virtualenv==20.25.0
vllm==0.3.1
watchfiles==0.21.0
wcwidth==0.2.13
websockets==12.0
wrapt==1.16.0
xformers==0.0.23.post1
xxhash==3.4.1
yarl==1.9.4
zipp==3.17.0
</details>
_______________________________________________________________________________________________________
- `transformers` version: 4.37.2
- Platform: Linux-5.15.0-1052-aws-x86_64-with-glibc2.31
- Python version: 3.10.9
- Huggingface_hub version: 0.20.3
- Safetensors version: 0.4.2
- Accelerate version: 0.27.2
- Accelerate config: not found
- PyTorch version (GPU?): 2.1.2+cu121 (True)
- Tensorflow version (GPU?): not installed (NA)
- Flax version (CPU?/GPU?/TPU?): not installed (NA)
- Jax version: not installed
- JaxLib version: not installed
### System information (Optional)
_No response_
Hi here, aya model is not yet supported.