HuggingFaceH4-starchat-beta

[Suvratpalt]

Import Link: https://ml.azure.com/runs/eager_button_3mvzbllvvq?wsid=/subscriptions/66a54950-50a7-4b7e-b0c5-66ce29be6486/resourcegroups/foundationmodeltest_rg/workspaces/foundation-model-workspace&tid=72f988bf-86f1-41af-91ab-2d7cd011db47#

Evaluation Link: https://ml.azure.com/runs/maroon_deer_b4kqr19vyz?wsid=%2Fsubscriptions%2F66a54950-50a7-4b7e-b0c5-66ce29be6486%2Fresourcegroups%2Ffoundationmodeltest_rg%2Fworkspaces%2Ffoundation-model-workspace&tid=72f988bf-86f1-41af-91ab-2d7cd011db47#

Endpoint Link: https://ml.azure.com/endpoints/realtime/huggingfaceh4-starchat/detail?wsid=/subscriptions/66a54950-50a7-4b7e-b0c5-66ce29be6486/resourcegroups/foundationmodeltest_rg/workspaces/foundation-model-workspace&tid=72f988bf-86f1-41af-91ab-2d7cd011db47

conda.yaml

channels:
- conda-forge
dependencies:
- python=3.8.18
- pip<=23.3.1
- pip:
  - mlflow==2.8.1
  - cloudpickle==2.2.1
  - jsonpickle==3.0.2
  - mlflow-skinny==2.8.1
  - azureml-core==1.54.0.post1
  - azureml-mlflow==1.54.0.post1
  - azureml-metrics[all]==0.0.38.post1
  - scikit-learn==1.1.3
  - cryptography==41.0.7
  - python-dateutil==2.8.2
  - datasets==2.15.0
  - soundfile==0.12.1
  - librosa==0.10.1
  - diffusers==0.24.0
  - sentencepiece==0.1.99
  - transformers==4.36.2
  - torch==1.13.1
  - accelerate==0.25.0
  - Pillow==10.0.1
  - einops
  - azureml-evaluate-mlflow==0.0.38
- pycocotools=2.0.4
name: mlflow-env

MLmodel

flavors:
  hftransformersv2:
    code: null
    config_hf_load_kwargs:
      trust_remote_code: true
    hf_config_class: AutoConfig
    hf_pretrained_class: AutoModelForCausalLM
    hf_tokenizer_class: AutoTokenizer
    huggingface_id: HuggingFaceH4/starchat-beta
    model_data: data
    model_hf_load_args:
      trust_remote_code: true
    pytorch_version: 1.13.1
    task_type: text-generation
    tokenizer_hf_load_kwargs:
      trust_remote_code: true
    transformers_version: 4.36.2
  python_function:
    data: data
    env: conda.yaml
    loader_module: azureml.evaluate.mlflow.hftransformers
    python_version: 3.8.18
metadata:
  base_model_name: HuggingFaceH4/starchat-beta
  base_model_task: text-generation
  is_acft_model: true
  is_finetuned_model: false
mlflow_version: 2.8.1
model_uuid: cc69751fefa7442aa8a9e5a92166f83f
utc_time_created: '2024-01-26 06:15:09.826907'