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BioMistral 7B Lora Finetuned 4bit by HealTether-Healthcare

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  4-bit   4bit   Autotrain compatible Base model:biomistral/biomistr... Base model:quantized:biomistra...   Bitsandbytes   Conversational   En   Endpoints compatible   Finetuned   License:apache-2.0   Lora   Mistral   Quantized   Region:us   Safetensors   Sft   Trl   Unsloth

BioMistral 7B Lora Finetuned 4bit Benchmarks

LLME Score: 0.22796
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").

BioMistral 7B Lora Finetuned 4bit Parameters and Internals

LLM NameBioMistral 7B Lora Finetuned 4bit
Repository 🤗https://huggingface.co/HealTether-Healthcare/BioMistral-7B-lora-finetuned-4bit 
Base Model(s)  BioMistral 7B   BioMistral/BioMistral-7B
Model Size7b
Required VRAM4.1 GB
Updated2024-07-24
MaintainerHealTether-Healthcare
Model Typemistral
Model Files  4.1 GB
Supported Languagesen
Quantization Type4bit
Model ArchitectureMistralForCausalLM
Licenseapache-2.0
Context Length32768
Model Max Length32768
Transformers Version4.41.2
Tokenizer ClassLlamaTokenizer
Padding Token<unk>
Vocabulary Size32000
LoRA ModelYes
Torch Data Typefloat16
BioMistral 7B Lora Finetuned 4bit (HealTether-Healthcare/BioMistral-7B-lora-finetuned-4bit)

Best Alternatives to BioMistral 7B Lora Finetuned 4bit

Best Alternatives
Context / RAM
Downloads
Likes
...istral Nemo Base 2407 Bnb 4bit1000K / 8.3 GB109419
...al Nemo Instruct 2407 Bnb 4bit1000K / 8.3 GB5633621
...t 3.5 0106 128K 8.0bpw H8 EXL2128K / 7.4 GB111
...t 3.5 0106 128K 4.0bpw H6 EXL2128K / 3.9 GB51
Mistral 7B V0.3 Bnb 4bit32K / 4.1 GB2489812
Mistral 7B Instruct V0.2 4bit32K / 4.3 GB4221
Mistral 7B Instruct V0.2 Fp1632K / 14.4 GB50
...tral 7B Instruct V0.3 Bnb 4bit32K / 4.1 GB5893714
...tral 7B Instruct V0.2 Bnb 4bit32K / 4.1 GB1577829
Mistral V0.3 7B ORPO32K / 14.5 GB801
Note: green Score (e.g. "73.2") means that the model is better than HealTether-Healthcare/BioMistral-7B-lora-finetuned-4bit.

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Original data from HuggingFace, OpenCompass and various public git repos.
Release v2024072803
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