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falcon-7b_medichat_finetuned_final
nxa277/falcon-7b_medichat_finetuned_final
falcon-7b_medichat_finetuned_final is a machine learning model from nxa277. Use it for the machine learning task on the model card, and read the license before you ship it in a product. It is set up for peft.
This model is a fine-tuned version of the Falcon-7B model. This model was fine-tuned on Gretel.ai's "Symtoms to Diagnosis" dataset, found at the following link: https://huggingface.co/datasets/gretelai/symptomtodiagno…
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At a glance
- Library
- peft
- Access
- Public
- Created
- Aug 20, 2023
- Updated
- Sep 18, 2023
- SHA
- c9f147bb
Model card
From the Hugging Face model README
Fine-tuned Falcon-7B Model for Medical Diagnosis
Model Details
Model Description:
This model is a fine-tuned version of the Falcon-7B model. This model was fine-tuned on Gretel.ai's "Symtoms to Diagnosis" dataset, found at the following link: https://huggingface.co/datasets/gretelai/symptom_to_diagnosis, in order to provide preliminary diagnoses based on the symptom descriptions it is prompted with.
Baseline Model:
For more details about the baseline Falcon-7B model, please see the following links:
Training procedure
The following bitsandbytes quantization config was used during training:
- quant_method: bitsandbytes
- load_in_8bit: False
- load_in_4bit: True
- llm_int8_threshold: 6.0
- llm_int8_skip_modules: None
- llm_int8_enable_fp32_cpu_offload: False
- llm_int8_has_fp16_weight: False
- bnb_4bit_quant_type: nf4
- bnb_4bit_use_double_quant: True
- bnb_4bit_compute_dtype: bfloat16
Framework versions
- PEFT 0.5.0.dev0
- Library
- peft
- Created
- Aug 20, 2023
- Updated
- Sep 18, 2023