commit d9304be23d52a13d130fcc7ec0ea748afde7ac5c Author: ModelHub XC Date: Tue Apr 28 17:05:02 2026 +0800 初始化项目,由ModelHub XC社区提供模型 Model: afrideva/phi-2-meditron-GGUF Source: Original Platform diff --git a/.gitattributes b/.gitattributes new file mode 100644 index 0000000..2e8a6bb --- /dev/null +++ b/.gitattributes @@ -0,0 +1,42 @@ +*.7z filter=lfs diff=lfs merge=lfs -text +*.arrow filter=lfs diff=lfs merge=lfs -text +*.bin filter=lfs diff=lfs merge=lfs -text +*.bz2 filter=lfs diff=lfs merge=lfs -text +*.ckpt filter=lfs diff=lfs merge=lfs -text +*.ftz filter=lfs diff=lfs merge=lfs -text +*.gz filter=lfs diff=lfs merge=lfs -text +*.h5 filter=lfs diff=lfs merge=lfs -text +*.joblib filter=lfs diff=lfs merge=lfs -text +*.lfs.* filter=lfs diff=lfs merge=lfs -text +*.mlmodel filter=lfs diff=lfs merge=lfs -text +*.model filter=lfs diff=lfs merge=lfs -text +*.msgpack filter=lfs diff=lfs merge=lfs -text +*.npy filter=lfs diff=lfs merge=lfs -text +*.npz filter=lfs diff=lfs merge=lfs -text +*.onnx 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merge=lfs -text +phi-2-meditron.q3_k_m.gguf filter=lfs diff=lfs merge=lfs -text +phi-2-meditron.q4_k_m.gguf filter=lfs diff=lfs merge=lfs -text +phi-2-meditron.q5_k_m.gguf filter=lfs diff=lfs merge=lfs -text +phi-2-meditron.q6_k.gguf filter=lfs diff=lfs merge=lfs -text +phi-2-meditron.q8_0.gguf filter=lfs diff=lfs merge=lfs -text diff --git a/README.md b/README.md new file mode 100644 index 0000000..25631ba --- /dev/null +++ b/README.md @@ -0,0 +1,93 @@ +--- +base_model: malhajar/phi-2-meditron +datasets: +- epfl-llm/guidelines +inference: false +language: +- en +license: ms-pl +model_creator: malhajar +model_name: phi-2-meditron +pipeline_tag: text-generation +quantized_by: afrideva +tags: +- Medicine +- gguf +- ggml +- quantized +- q2_k +- q3_k_m +- q4_k_m +- q5_k_m +- q6_k +- q8_0 +--- +# malhajar/phi-2-meditron-GGUF + +Quantized GGUF model files for [phi-2-meditron](https://huggingface.co/malhajar/phi-2-meditron) from [malhajar](https://huggingface.co/malhajar) + + +| Name | Quant method | Size | +| ---- | ---- | ---- | +| [phi-2-meditron.fp16.gguf](https://huggingface.co/afrideva/phi-2-meditron-GGUF/resolve/main/phi-2-meditron.fp16.gguf) | fp16 | 5.56 GB | +| [phi-2-meditron.q2_k.gguf](https://huggingface.co/afrideva/phi-2-meditron-GGUF/resolve/main/phi-2-meditron.q2_k.gguf) | q2_k | 1.17 GB | +| [phi-2-meditron.q3_k_m.gguf](https://huggingface.co/afrideva/phi-2-meditron-GGUF/resolve/main/phi-2-meditron.q3_k_m.gguf) | q3_k_m | 1.48 GB | +| [phi-2-meditron.q4_k_m.gguf](https://huggingface.co/afrideva/phi-2-meditron-GGUF/resolve/main/phi-2-meditron.q4_k_m.gguf) | q4_k_m | 1.79 GB | +| [phi-2-meditron.q5_k_m.gguf](https://huggingface.co/afrideva/phi-2-meditron-GGUF/resolve/main/phi-2-meditron.q5_k_m.gguf) | q5_k_m | 2.07 GB | +| [phi-2-meditron.q6_k.gguf](https://huggingface.co/afrideva/phi-2-meditron-GGUF/resolve/main/phi-2-meditron.q6_k.gguf) | q6_k | 2.29 GB | +| [phi-2-meditron.q8_0.gguf](https://huggingface.co/afrideva/phi-2-meditron-GGUF/resolve/main/phi-2-meditron.q8_0.gguf) | q8_0 | 2.96 GB | + + + +## Original Model Card: +# Model Card for Model ID + + +phi-2-meditron is a finetuned version of [`epfl-llm/meditron-7b`](https://huggingface.co/epfl-llm/meditron-7b) using SFT Training on the Meditron Dataset. +This model can answer information about different excplicit ideas in medicine (see [`epfl-llm/meditron-7b`](https://huggingface.co/epfl-llm/meditron-7b) for more info) + +### Model Description + +- **Finetuned by:** [`Mohamad Alhajar`](https://www.linkedin.com/in/muhammet-alhajar/) +- **Language(s) (NLP):** English +- **Finetuned from model:** [`microsoft/phi-2`](https://huggingface.co/microsoft/phi-2) + +### Prompt Template +``` +### Instruction: + + (without the <>) + +### Response: +``` + + +## How to Get Started with the Model + +Use the code sample provided in the original post to interact with the model. +```python +from transformers import AutoTokenizer,AutoModelForCausalLM + +model_id = "malhajar/phi-2-meditron" +model = AutoModelForCausalLM.from_pretrained(model_name_or_path, + device_map="auto", + torch_dtype=torch.float16, + trust_remote_code= True, + revision="main") + +tokenizer = AutoTokenizer.from_pretrained(model_id) + +question: "what is tract infection?" +# For generating a response +prompt = ''' +### Instruction: +{question} + +### Response:''' +input_ids = tokenizer(prompt, return_tensors="pt").input_ids +output = model.generate(inputs=input_ids,max_new_tokens=512,pad_token_id=tokenizer.eos_token_id,top_k=50, do_sample=True, + top_p=0.95) +response = tokenizer.decode(output[0]) + +print(response) +``` \ No newline at end of file diff --git a/phi-2-meditron.fp16.gguf b/phi-2-meditron.fp16.gguf new file mode 100644 index 0000000..984420f --- /dev/null +++ b/phi-2-meditron.fp16.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid 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