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BioMistral 7B SLERP by BioMistral

 »  All LLMs  »  BioMistral  »  BioMistral 7B SLERP   URL Share it on

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  Merged Model   Arxiv:2402.10373   Autotrain compatible Base model:biomistral/biomistr... Base model:mistralai/mistral-7...   Biology   Conversational   Dataset:pubmed   De   En   Endpoints compatible   Es   Fr   Instruct   It   Medical   Mistral   Nl   Pl   Region:us   Safetensors   Sharded   Slerp   Tensorflow
Model Card on HF 🤗: https://huggingface.co/BioMistral/BioMistral-7B-SLERP 

BioMistral 7B SLERP Benchmarks

LLME Score: 0.16741
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
BioMistral 7B SLERP (BioMistral/BioMistral-7B-SLERP)

BioMistral 7B SLERP Parameters and Internals

Model Type 
text generation
Use Cases 
Areas:
medical domains, biomedical domain
Limitations:
Not suitable for professional use without further alignment and testing, Not evaluated in real-world medical settings
Additional Notes 
Advised against use in professional health and medical environments due to unknown risks and biases
Supported Languages 
en (high proficiency), fr (high proficiency), es (high proficiency), it (high proficiency), pl (high proficiency), nl (high proficiency), de (high proficiency)
Training Details 
Data Sources:
PubMed Central
Context Length:
2048
Hardware Used:
Jean Zay French HPC
Model Architecture:
Mistral-based
Input Output 
Input Format:
text
Accepted Modalities:
text
Output Format:
text
LLM NameBioMistral 7B SLERP
Repository 🤗https://huggingface.co/BioMistral/BioMistral-7B-SLERP 
Base Model(s)  BioMistral 7B   mistralai/Mistral-7B-Instruct-v0.1   BioMistral/BioMistral-7B   mistralai/Mistral-7B-Instruct-v0.1
Merged ModelYes
Model Size7b
Required VRAM14.4 GB
Updated2025-02-22
MaintainerBioMistral
Model Typemistral
Instruction-BasedYes
Model Files  9.9 GB: 1-of-2   4.5 GB: 2-of-2
Supported Languagesfr en es it pl nl de
Model ArchitectureMistralForCausalLM
Licenseapache-2.0
Context Length32768
Model Max Length32768
Transformers Version4.37.2
Tokenizer ClassLlamaTokenizer
Vocabulary Size32000
Torch Data Typebfloat16

Quantized Models of the BioMistral 7B SLERP

Model
Likes
Downloads
VRAM
BioMistral 7B SLERP GGUF41302 GB

Best Alternatives to BioMistral 7B SLERP

Best Alternatives
Context / RAM
Downloads
Likes
...Nemo Instruct 2407 Abliterated1000K / 24.5 GB462011
SpydazWeb AI HumanAI RP512K / 14.4 GB121
SpydazWeb AI HumanAI 002512K / 14.4 GB181
...daz Web AI ChatML 512K Project512K / 14.5 GB120
... Summarize 64K QLoRANET Merged128K / 4.1 GB120
...1 Summarize 64K LoRANET Merged128K / 14.4 GB110
Mistral 7B Instruct V0.232K / 14.4 GB33160952630
Mistral 7B Instruct V0.132K / 14.4 GB1959991575
...ity Instruct 7M Gen Mistral 7B32K / 14.4 GB37635
...ty Instruct 3M 0625 Mistral 7B32K / 14.4 GB37063
Note: green Score (e.g. "73.2") means that the model is better than BioMistral/BioMistral-7B-SLERP.

Rank the BioMistral 7B SLERP 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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Release v20241227
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