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Ai Medical Model 4bit by ruslanmv

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  4-bit   4bit   Autotrain compatible Base model:meta-llama/meta-lla... Base model:quantized:meta-llam...   Bitsandbytes   Conversational Dataset:ruslanmv/ai-medical-da...   En   Endpoints compatible   Instruct   Llama   Quantized   Region:us   Ruslanmv   Safetensors   Sharded   Tensorflow   Trl
Model Card on HF 🤗: https://huggingface.co/ruslanmv/ai-medical-model-4bit 

Ai Medical Model 4bit Benchmarks

LLME Score: 0.18578
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
Ai Medical Model 4bit (ruslanmv/ai-medical-model-4bit)

Ai Medical Model 4bit Parameters and Internals

Model Type 
text generation
Use Cases 
Areas:
healthcare, biomedical
Primary Use Cases:
answering medical questions
Additional Notes 
This model is intended for informational purposes only and should not be used as a substitute for professional medical advice.
Training Details 
Data Sources:
ruslanmv/ai-medical-dataset
Input Output 
Input Format:
Prompt-based with predetermined system and user input format
Output Format:
Informative text in response to the user's medical query
LLM NameAi Medical Model 4bit
Repository 🤗https://huggingface.co/ruslanmv/ai-medical-model-4bit 
Base Model(s)  Meta Llama 3 8B Instruct   meta-llama/Meta-Llama-3-8B-Instruct
Model Size8b
Required VRAM5.8 GB
Updated2025-02-22
Maintainerruslanmv
Model Typellama
Instruction-BasedYes
Model Files  4.7 GB: 1-of-2   1.1 GB: 2-of-2
Supported Languagesen
Quantization Type4bit
Model ArchitectureLlamaForCausalLM
Licenseapache-2.0
Context Length8192
Model Max Length8192
Transformers Version4.40.2
Tokenizer ClassPreTrainedTokenizerFast
Padding Token<|reserved_special_token_250|>
Vocabulary Size128256
Torch Data Typebfloat16

Best Alternatives to Ai Medical Model 4bit

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Context / RAM
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...B Instruct Gradient 1048K 4bit1024K / 4.5 GB212
...B Instruct Gradient 1048K 8bit1024K / 8.6 GB71
...truct Gradient 1048K Bpw6 EXL21024K / 6.7 GB102
...truct Gradient 1048K Bpw5 EXL21024K / 5.8 GB70
Llama 3 8B Instruct 1048K 4bit1024K / 4.5 GB1225
Llama 3 8B Instruct 1048K 8bit1024K / 8.6 GB2817
... Gradient 1048K 8.0bpw H8 EXL21024K / 8.6 GB83
...ct Gradient 1048K Bpw2.25 EXL21024K / 3.4 GB51
Llama 3 8B Instruct 262K 2bit256K / 2.5 GB71
...B Instruct 262k V2 EXL2 6.0bpw256K / 6.7 GB111
Note: green Score (e.g. "73.2") means that the model is better than ruslanmv/ai-medical-model-4bit.

Rank the Ai Medical Model 4bit 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 v20241227
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