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Medicine Chat by AdaptLLM

 »  All LLMs  »  AdaptLLM  »  Medicine Chat   URL Share it on

  4016   
  Arxiv:2309.09530   Arxiv:2406.14491   Autotrain compatible   Biology   Dataset:eleutherai/pile   Dataset:gair/lima   Dataset:open-orca/openorca Dataset:wizardlm/wizardlm evol...   En   Endpoints compatible   Instruct   Llama   Medical   Model-index   Pytorch   Region:us   Safetensors   Sharded   Tensorflow

Medicine Chat Benchmarks

ARC: 53.75 vs 96.7 (so35)-44.4%
HellaSwag: 76.11 vs 95.3 (gpt4)-20.1%
MMLU: 49.98 vs 88.3 (so35)-43.4%
TruthfulQA: 43.46 vs 59 (gpt4)-26.3%
WinoGrande: 75.69 vs 87.5 (gpt4)-13.5%
GSM8K: 18.95 vs 96.4 (so35)-80.3%
LLME Score: 0.24607
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").

Medicine Chat Parameters and Internals

LLM NameMedicine Chat
Repository 🤗https://huggingface.co/AdaptLLM/medicine-chat 
Model Size6.7b
Required VRAM27 GB
Updated2024-09-20
MaintainerAdaptLLM
Model Typellama
Instruction-BasedYes
Model Files  9.9 GB: 1-of-3   9.9 GB: 2-of-3   7.2 GB: 3-of-3   9.9 GB: 1-of-3   9.9 GB: 2-of-3   7.2 GB: 3-of-3
Supported Languagesen
Model ArchitectureLlamaForCausalLM
Licensellama2
Context Length4096
Model Max Length4096
Transformers Version4.31.0.dev0
Tokenizer ClassLlamaTokenizer
Beginning of Sentence Token<s>
End of Sentence Token</s>
Padding Token<pad>
Unk Token<unk>
Vocabulary Size32001
Torch Data Typefloat16
Medicine Chat (AdaptLLM/medicine-chat)

Quantized Models of the Medicine Chat

Model
Likes
Downloads
VRAM
Medicine Chat GGUF52912 GB
Medicine Chat GGUF148602 GB
Medicine Chat GPTQ6113 GB
Medicine Chat AWQ3133 GB

Best Alternatives to Medicine Chat

Best Alternatives
Context / RAM
Downloads
Likes
Magicoder S DS 6.7B16K / 27.1 GB9099200
Speechless Coder Ds 6.7B16K / 13.5 GB6895
Code 290K 6.7B Instruct16K / 13.5 GB636
Datascience Coder 6.7B16K / 13.5 GB6793
Merge Code Gen16K / 13.6 GB50
...6.7B Instruct Trt Int8 G128 Hf16K / 7.2 GB110
... 6.7B Instruct Trt Int4 G64 Hf16K / 4.2 GB50
AIGCodeGeek DS 6.7B16K / 13.5 GB234
...d Llama 6.7B RAG Code Instruct16K / 13.5 GB61
Magicoder S DS 6.7B MLX16K / 13.4 GB51
Note: green Score (e.g. "73.2") means that the model is better than AdaptLLM/medicine-chat.

Rank the Medicine Chat Capabilities

🆘 Have you tried this model? Rate its performance. This feedback would greatly assist ML community in identifying the most suitable model for their needs. Your contribution really does make a difference! 🌟

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 v2024072803
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