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BioMistral 7B SLERP by BioMistral

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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

BioMistral 7B SLERP Benchmarks

LLME Score: 0.20045
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 Parameters and Internals

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
Updated2024-09-16
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
BioMistral 7B SLERP (BioMistral/BioMistral-7B-SLERP)

Quantized Models of the BioMistral 7B SLERP

Model
Likes
Downloads
VRAM
BioMistral 7B SLERP GGUF31132 GB

Best Alternatives to BioMistral 7B SLERP

Best Alternatives
Context / RAM
Downloads
Likes
...Nemo Instruct 2407 Abliterated1000K / 24.5 GB1795
...daz Web AI ChatML 512K Project512K / 14.5 GB210
... Summarize 64K QLoRANET Merged128K / 4.1 GB50
...1 Summarize 64K LoRANET Merged128K / 14.4 GB70
Mistral 7B Instruct V0.232K / 14.4 GB9129492510
Mistral 7B Instruct V0.132K / 14.4 GB6445241501
...ity Instruct 7M Gen Mistral 7B32K / 14.4 GB24331
...ty Instruct 3M 0613 Mistral 7B32K / 14.4 GB497410
...ty Instruct 3M 0625 Mistral 7B32K / 14.4 GB18752
Dolphin 2.8 Mistral 7B V0232K / 14.4 GB24085205
Note: green Score (e.g. "73.2") means that the model is better than BioMistral/BioMistral-7B-SLERP.

Rank the BioMistral 7B SLERP 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 v2024072803
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