Llama 3 QLORA MedicalQA V0.3 by harfoush

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  4bit   Autotrain compatible Base model:quantized:unsloth/l... Base model:unsloth/llama-3-8b-...   En   Endpoints compatible   Gguf   Llama   Lora   Quantized   Region:us   Safetensors   Sharded   Tensorflow   Trl

Llama 3 QLORA MedicalQA V0.3 Benchmarks

nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
Llama 3 QLORA MedicalQA V0.3 (harfoush/Llama-3_QLORA_medicalQA_v0.3)

Llama 3 QLORA MedicalQA V0.3 Parameters and Internals

Model Type 
text-generation-inference
LLM NameLlama 3 QLORA MedicalQA V0.3
Repository ๐Ÿค—https://huggingface.co/harfoush/Llama-3_QLORA_medicalQA_v0.3 
Base Model(s)  Llama 3 8B Bnb 4bit   unsloth/llama-3-8b-bnb-4bit
Model Size8b
Required VRAM16.1 GB
Updated2025-02-22
Maintainerharfoush
Model Files  0.7 GB   16.1 GB   5.0 GB: 1-of-4   5.0 GB: 2-of-4   4.9 GB: 3-of-4   1.2 GB: 4-of-4
Supported Languagesen
GGUF QuantizationYes
Quantization Type4bit|gguf
Model ArchitectureAutoModelForCausalLM
Licenseapache-2.0
Model Max Length8192
Is Biasednone
Tokenizer ClassPreTrainedTokenizerFast
Padding Token<|reserved_special_token_250|>
PEFT TypeLORA
LoRA ModelYes
PEFT Target Modulesv_proj|o_proj|down_proj|q_proj|k_proj|up_proj|gate_proj
LoRA Alpha16
LoRA Dropout0
R Param64

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Note: green Score (e.g. "73.2") means that the model is better than harfoush/Llama-3_QLORA_medicalQA_v0.3.

Rank the Llama 3 QLORA MedicalQA V0.3 Capabilities

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Instruction Following and Task Automation  
Factuality and Completeness of Knowledge  
Censorship and Alignment  
Data Analysis and Insight Generation  
Text Generation  
Text Summarization and Feature Extraction  
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Original data from HuggingFace, OpenCompass and various public git repos.
Release v20241227