From c66cd5146cc8e4250c66d02ef46409782728610f Mon Sep 17 00:00:00 2001 From: ModelHub XC Date: Thu, 9 Jul 2026 23:06:25 +0800 Subject: [PATCH] =?UTF-8?q?=E5=88=9D=E5=A7=8B=E5=8C=96=E9=A1=B9=E7=9B=AE?= =?UTF-8?q?=EF=BC=8C=E7=94=B1ModelHub=20XC=E7=A4=BE=E5=8C=BA=E6=8F=90?= =?UTF-8?q?=E4=BE=9B=E6=A8=A1=E5=9E=8B?= MIME-Version: 1.0 Content-Type: text/plain; charset=UTF-8 Content-Transfer-Encoding: 8bit Model: saadxsalman/ss-medical-moe Source: Original Platform --- .gitattributes | 36 ++++++++++++ README.md | 123 +++++++++++++++++++++++++++++++++++++++++ config.json | 36 ++++++++++++ domain_dist.png | Bin 0 -> 42756 bytes generation_config.json | 9 +++ model.safetensors | 3 + moe_components.pt | 3 + moe_config.json | 35 ++++++++++++ routing_heatmap.png | Bin 0 -> 69347 bytes routing_matrix.npy | 3 + tokenizer.json | 3 + tokenizer_config.json | 14 +++++ training_curves.png | Bin 0 -> 65877 bytes 13 files changed, 265 insertions(+) create mode 100644 .gitattributes create mode 100644 README.md create mode 100644 config.json create mode 100644 domain_dist.png create mode 100644 generation_config.json create mode 100644 model.safetensors create mode 100644 moe_components.pt create mode 100644 moe_config.json create mode 100644 routing_heatmap.png create mode 100644 routing_matrix.npy create mode 100644 tokenizer.json create mode 100644 tokenizer_config.json create mode 100644 training_curves.png diff --git a/.gitattributes b/.gitattributes new file mode 100644 index 0000000..52373fe --- /dev/null +++ b/.gitattributes @@ -0,0 +1,36 @@ +*.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 filter=lfs diff=lfs merge=lfs -text +*.ot filter=lfs diff=lfs merge=lfs -text +*.parquet filter=lfs diff=lfs merge=lfs -text +*.pb filter=lfs diff=lfs merge=lfs -text +*.pickle filter=lfs diff=lfs merge=lfs -text +*.pkl filter=lfs diff=lfs merge=lfs -text +*.pt filter=lfs diff=lfs merge=lfs -text +*.pth filter=lfs diff=lfs merge=lfs -text +*.rar filter=lfs diff=lfs merge=lfs -text +*.safetensors filter=lfs diff=lfs merge=lfs -text +saved_model/**/* filter=lfs diff=lfs merge=lfs -text +*.tar.* filter=lfs diff=lfs merge=lfs -text +*.tar filter=lfs diff=lfs merge=lfs -text +*.tflite filter=lfs diff=lfs merge=lfs -text +*.tgz filter=lfs diff=lfs merge=lfs -text +*.wasm filter=lfs diff=lfs merge=lfs -text +*.xz filter=lfs diff=lfs merge=lfs -text +*.zip filter=lfs diff=lfs merge=lfs -text +*.zst filter=lfs diff=lfs merge=lfs -text +*tfevents* filter=lfs diff=lfs merge=lfs -text +tokenizer.json filter=lfs diff=lfs merge=lfs -text diff --git a/README.md b/README.md new file mode 100644 index 0000000..c0ba16e --- /dev/null +++ b/README.md @@ -0,0 +1,123 @@ +--- +language: + - en +license: llama3.2 +base_model: meta-llama/Llama-3.2-1B +datasets: + - Malikeh1375/medical-question-answering-datasets +tags: + - medical + - healthcare + - mixture-of-experts + - lora + - causal-lm + - llama + - llama-3 + - fine-tuned +pipeline_tag: text-generation +library_name: transformers +--- + +# 🏥 Medical MoE Llama-3.2-1B + +**Model by [saadxsalman](https://huggingface.co/saadxsalman)** + +A **Mixture of Experts (MoE)** language model fine-tuned for medical question +answering, built on Llama-3.2-1B with QLoRA adaptation and a custom +4-expert routing layer trained on 1.26M real doctor-patient conversations. + +## Architecture +Input Tokens +↓ +Llama-3.2-1B (1B params, QLoRA-merged, fp16) +↓ +MoE Layer — 4 domain experts, top-2 routing +↓ +LayerNorm + Residual +↓ +LM Head → Medical Answer + +### Expert Specializations + +| Expert | Medical Domain | +|----------|-----------------------------| +| Expert 1 | Symptoms & Diagnosis | +| Expert 2 | Drug Interactions | +| Expert 3 | Anatomy & Physiology | +| Expert 4 | Treatment & Procedures | + +## Training Details + +| Parameter | Value | +|------------------------|----------------------------------------------------| +| Base model | `meta-llama/Llama-3.2-1B` | +| Fine-tuning method | QLoRA (4-bit NF4) + MoE layer | +| LoRA rank | 16 | +| LoRA alpha | 32 | +| LoRA target modules | q_proj, v_proj, k_proj, o_proj | +| Number of experts | 4 | +| Top-K routing | 2 | +| Training dataset | Malikeh1375/medical-question-answering-datasets | +| Training samples | 15,000 | +| Total epochs | 6 (3 learning + 3 specialization) | +| Phase 1 | LR=2e-4, aux_coef=0.01 (domain learning) | +| Phase 2 | LR=5e-5, aux_coef=0.05 (expert specialization) | +| Max sequence length | 256 | +| Hardware | Kaggle T4 GPU (16GB VRAM) | + +## Dataset + +Trained on [`Malikeh1375/medical-question-answering-datasets`](https://huggingface.co/datasets/Malikeh1375/medical-question-answering-datasets) +— 1.26M medical QA pairs from 12 sources including ChatDoctor (112K real +doctor-patient conversations), iCliniq, MedQA, WikiDoc, PubMed, and CORD-19. + +## Expert Routing Results + +| Domain | Expert 1 | Expert 2 | Expert 3 | Expert 4 | +|-------------------------|----------|----------|----------|----------| +| Symptoms & Diagnosis | 0.338 | 0.212 | 0.241 | 0.210 | +| Drug Interactions | 0.340 | 0.209 | 0.246 | 0.204 | +| Anatomy & Physiology | 0.266 | 0.248 | 0.232 | 0.254 | +| Treatment & Procedures | 0.299 | 0.231 | 0.227 | 0.243 | + +## How to Use + +```python +import torch +from transformers import AutoTokenizer, AutoModelForCausalLM +from huggingface_hub import hf_hub_download + +# Load tokenizer and merged backbone +tokenizer = AutoTokenizer.from_pretrained("saadxsalman/medical-moe-llama3.2-1b") +backbone = AutoModelForCausalLM.from_pretrained( + "saadxsalman/medical-moe-llama3.2-1b", + torch_dtype=torch.float16, + device_map="auto" +) + +# Load MoE weights separately +moe_ckpt = torch.load( + hf_hub_download("saadxsalman/medical-moe-llama3.2-1b", "moe_components.pt"), + map_location="cuda" +) +# See moe_config.json in the repo for full architecture details +``` + +## Files in This Repository + +| File | Description | +|-----------------------|-----------------------------------------------| +| `model.safetensors` | Llama-3.2-1B backbone (LoRA merged, fp16) | +| `moe_components.pt` | MoE layer + LayerNorm + LM head weights | +| `moe_config.json` | Full architecture + training configuration | +| `tokenizer.json` | Llama-3 tokenizer | +| `routing_matrix.npy` | Expert routing analysis results | +| `routing_heatmap.png` | Expert specialization visualization | +| `training_curves.png` | Loss curves across all 6 epochs | +| `domain_dist.png` | Training data domain distribution | + +## ⚠️ Disclaimer + +This model is for **research purposes only**. It is not validated for +clinical use and may produce incorrect medical information. Always consult +a qualified healthcare professional for medical advice. diff --git a/config.json b/config.json new file mode 100644 index 0000000..af40ccd --- /dev/null +++ b/config.json @@ -0,0 +1,36 @@ +{ + "architectures": [ + "LlamaForCausalLM" + ], + "attention_bias": false, + "attention_dropout": 0.0, + "bos_token_id": 128000, + "dtype": "float16", + "eos_token_id": 128001, + "head_dim": 64, + "hidden_act": "silu", + "hidden_size": 2048, + "initializer_range": 0.02, + "intermediate_size": 8192, + "max_position_embeddings": 131072, + "mlp_bias": false, + "model_type": "llama", + "num_attention_heads": 32, + "num_hidden_layers": 16, + "num_key_value_heads": 8, + "pad_token_id": null, + "pretraining_tp": 1, + "rms_norm_eps": 1e-05, + "rope_parameters": { + "factor": 32.0, + "high_freq_factor": 4.0, + "low_freq_factor": 1.0, + "original_max_position_embeddings": 8192, + "rope_theta": 500000.0, + "rope_type": "llama3" + }, + "tie_word_embeddings": true, + "transformers_version": 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