Qwen 2 Healthcare Checkpoint 1 by bad49wolf

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  4bit   Autotrain compatible Base model:unsloth/qwen2-7b-bn...   Conversational   En   Endpoints compatible   License:apache-2.0   Lora   Quantized   Qwen2   Region:us   Safetensors   Sft   Sharded   Tensorflow   Trl   Unsloth

Qwen 2 Healthcare Checkpoint 1 Parameters and Internals

Model Type 
text-generation-inference, transformers
Additional Notes 
This model was trained 2x faster with Unsloth and Huggingface's TRL library.
LLM NameQwen 2 Healthcare Checkpoint 1
Repository ๐Ÿค—https://huggingface.co/bad49wolf/Qwen-2-healthcare-checkpoint-1 
Base Model(s)  unsloth/qwen2-7b-bnb-4bit   unsloth/qwen2-7b-bnb-4bit
Model Size7b
Required VRAM15.2 GB
Updated2024-07-04
Maintainerbad49wolf
Model Files  0.2 GB   4.9 GB: 1-of-4   4.9 GB: 2-of-4   4.3 GB: 3-of-4   1.1 GB: 4-of-4
Supported Languagesen
Quantization Type4bit
Model ArchitectureAutoModelForCausalLM
Licenseapache-2.0
Model Max Length131072
Is Biasednone
Tokenizer ClassQwen2Tokenizer
Padding Token<|PAD_TOKEN|>
PEFT TypeLORA
LoRA ModelYes
PEFT Target Moduleso_proj|v_proj|gate_proj|k_proj|up_proj|down_proj|q_proj
LoRA Alpha16
LoRA Dropout0
R Param16
Errorsreplace
Qwen 2 Healthcare Checkpoint 1 (bad49wolf/Qwen-2-healthcare-checkpoint-1)

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Note: green Score (e.g. "73.2") means that the model is better than bad49wolf/Qwen-2-healthcare-checkpoint-1.

Rank the Qwen 2 Healthcare Checkpoint 1 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  
Code Generation  
Multi-Language Support and Translation  

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Original data from HuggingFace, OpenCompass and various public git repos.
Release v20241110