LLM EXPLORER
 LLM Explorer: A Curated Large Language Model Directory and Analytics
Dark Theme
  LLM  List    LLM Hosting    LLM Leaderboards    Blog    Newsfeed    Advertise

Medical Mixtral 7B V2k by ruslanmv

 »  All LLMs  »  ruslanmv  »  Medical Mixtral 7B V2k   URL Share it on

  6   
Base model:adapter:mistralai/m... Base model:mistralai/mistral-7... Dataset:ruslanmv/ai-medical-ch...   En   Instruct   Lora   Mistral   Peft   Region:us   Ruslanmv   Safetensors   Trl
Model Card on HF 🤗: https://huggingface.co/ruslanmv/Medical-Mixtral-7B-v2k 

Medical Mixtral 7B V2k Benchmarks

ARC: 59.98 vs 96.7 (so35)-38%
HellaSwag: 82.54 vs 95.3 (gpt4)-13.4%
MMLU: 60.43 vs 88.3 (so35)-31.6%
TruthfulQA: 57.42 vs 59 (gpt4)-2.7%
WinoGrande: 75.77 vs 87.5 (gpt4)-13.4%
GSM8K: 33.13 vs 96.4 (so35)-65.6%
LLME Score: 0.20802
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
Medical Mixtral 7B V2k (ruslanmv/Medical-Mixtral-7B-v2k)

Medical Mixtral 7B V2k Parameters and Internals

Model Type 
text-generation-inference, transformers
Use Cases 
Primary Use Cases:
Answering medical assistance questions in chatbot applications
Limitations:
The model's performance may vary depending on the complexity and specificity of the medical questions. May not provide accurate answers for every medical query.
Supported Languages 
en (Proficient)
Training Details 
Data Sources:
ruslanmv/ai-medical-chatbot
Data Volume:
2.0k records (subset of AI Medical Chatbot dataset which contains 250k records)
Safety Evaluation 
Ethical Considerations:
Users should be informed that the model's responses are generated based on patterns in the training data and may not always be accurate or suitable for medical decision-making. The model should not be used as a replacement for professional medical advice or diagnosis. Sensitive patient data should not be shared with the model, and user privacy should be protected.
LLM NameMedical Mixtral 7B V2k
Repository 🤗https://huggingface.co/ruslanmv/Medical-Mixtral-7B-v2k 
Base Model(s)  mistralai/Mistral-7B-Instruct-v0.2   mistralai/Mistral-7B-Instruct-v0.2
Model Size7b
Required VRAM0.4 GB
Updated2024-11-29
Maintainerruslanmv
Instruction-BasedYes
Model Files  0.4 GB
Supported Languagesen
Model ArchitectureAutoModel
Licenseapache-2.0
Model Max Length1024
Is Biasednone
Tokenizer ClassLlamaTokenizer
Padding Token</s>
PEFT TypeLORA
LoRA ModelYes
PEFT Target Modulesq_proj|k_proj|v_proj|gate_proj|o_proj
LoRA Alpha16
LoRA Dropout0.1
R Param64

Best Alternatives to Medical Mixtral 7B V2k

Best Alternatives
Context / RAM
Downloads
Likes
... 7b 448 Qinstruct Preview V0.12K / 17.3 GB174
Mistral 7B Instruct V0.2 ONNX0K /  GB126
...emma 7B Finetuned Sft Navarasa0K / 0.8 GB09
Telugu Gemma 7B Finetuned Sft0K / 0.8 GB014
...l 7B Instructv0.2 Finetuned V20K / 0 GB40432
...tral 7B Instruct V0.1 Int8 Ct20K / 7.2 GB82
...tral 7B Instruct V0.1 Ct2 Int80K / 7.2 GB62
...penthaigpt 1.0.0 Alpha 7B Chat0K / 0.3 GB04
...st Open Llama 7B Open Instruct0K / 6.7 GB144
Ct2fast Falcon 7B Instruct0K / 6.9 GB81

Rank the Medical Mixtral 7B V2k 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  

What open-source LLMs or SLMs are you in search of? 40123 in total.

Email us: info@extractum.io. Our Privacy Policy  | Terms and Conditions  | Suggest an improvement.
Our Social Media →  
Original data from HuggingFace, OpenCompass and various public git repos.
Release v20241217
  Support LLM Explorer