MattStammers commited on
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README.md CHANGED
@@ -16,24 +16,44 @@ Provide code snippets on how to use your model.
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  ```python
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  from transformers import AutoModelForCausalLM, AutoTokenizer
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- model_name = "{username}/{model_id}"
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  model = AutoModelForCausalLM.from_pretrained(model_name)
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  tokenizer = AutoTokenizer.from_pretrained(model_name)
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- ```
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-
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- Model Performance on small 28 parameter test-set
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- - Accuracy: 0
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- - Precision: 0
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- - Recall: 0
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- ### Example Output:
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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- | ParameterName | SNOMEDCode | ExtractedSNOMEDNumbers | CorrectPrediction |
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- |---------------|------------|------------------------|-------------------|
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- | Heart rate | 364075005 | 3222222 | False |
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- ### Limitations and bias
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- It is really low grade but I had fun building it so have pushed it up
 
 
 
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- ### Acknowledgments
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- Thanks to the Mixtral AI team for creating the base model for this one and to Meta for releasing the Llama2 foundation model open source.
 
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  ```python
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  from transformers import AutoModelForCausalLM, AutoTokenizer
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+ model_name = "MattStammers/chatty_mapper"
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  model = AutoModelForCausalLM.from_pretrained(model_name)
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  tokenizer = AutoTokenizer.from_pretrained(model_name)
 
 
 
 
 
 
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+ # Your example here
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+ Model Performance
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+ Accuracy: 0.0
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+ Precision: 0.0
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+ Recall: 0.0
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+ Example DataFrame head: ParameterName SNOMEDCode \
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+ 0 *Heart rate 364075005
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+ 1 Peripheral oxygen saturation 431314004
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+ 2 Mean arterial pressure 1285244000
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+ 3 *Diastolic blood pressure 271650006
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+ 4 *Systolic blood pressure 271649006
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+
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+ ExtractedSNOMEDNumbers CorrectPrediction
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+ 0 3222222 False
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+ 1 4222222000000000000000000000000000000000000000... False
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+ 2 NaN False
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+ 3 NaN False
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+ 4 NaN False
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+
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+ Limitations and bias
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+ It is prone to wandering and certainly not medical-grade.
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+
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+ Acknowledgments
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+ Thanks to the Mixtral AI team for creating the base model.
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+ ```
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+ Save the model card in the model directory
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+ with open(f"models/chatty_mapper/README.md", "w") as f:
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+ f.write(model_card_content)
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+ Use Hugging Face's Repository class for Git operations
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+ repo = Repository(local_dir=model_save_path, clone_from=repo_url)
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+ repo.git_add()
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+ repo.git_commit("Initial model upload with model card and metrics")
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+ repo.git_push()
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+ print(f"Model, model card, and metrics successfully pushed to: https://huggingface.co/MattStammers/chatty_mapper")
 
config.json ADDED
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+ "rms_norm_eps": 1e-05,
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+ "tie_word_embeddings": false,
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+ "torch_dtype": "float32",
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+ "transformers_version": "4.39.1",
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+ "use_cache": true,
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+ "vocab_size": 32000
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+ }
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