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
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
What is the LLM Explorer Rank (Score)
BioMistral 7B Lora Finetuned 4bit Parameters and Internals
| LLM Name | BioMistral 7B Lora Finetuned 4bit |
| Repository 🤗 | https://huggingface.co/HealTether-Healthcare/BioMistral-7B-lora-finetuned-4bit |
| Base Model(s) | |
| Model Size | 7b |
| Required VRAM | 4.1 GB |
| Updated | 2024-07-24 |
| Maintainer | HealTether-Healthcare |
| Model Type | mistral |
| Model Files | |
| Supported Languages | en |
| Quantization Type | 4bit |
| Model Architecture | MistralForCausalLM |
| License | apache-2.0 |
| Context Length | 32768 |
| Model Max Length | 32768 |
| Transformers Version | 4.41.2 |
| Tokenizer Class | LlamaTokenizer |
| Padding Token | <unk> |
| Vocabulary Size | 32000 |
| LoRA Model | Yes |
| Torch Data Type | float16 |
Best Alternatives to BioMistral 7B Lora Finetuned 4bit
Best Alternatives |
Context / RAM |
Downloads |
Likes |
|---|---|---|---|
| ...al Nemo Instruct 2407 Bnb 4bit | 1000K / 8.3 GB | 18519 | 24 |
| ...istral Nemo Base 2407 Bnb 4bit | 1000K / 8.3 GB | 6932 | 11 |
| ...t 3.5 0106 128K 4.0bpw H6 EXL2 | 128K / 3.9 GB | 6 | 1 |
| ...t 3.5 0106 128K 8.0bpw H8 EXL2 | 128K / 7.4 GB | 3 | 1 |
| ...tral 7B Instruct V0.3 Bnb 4bit | 32K / 4.1 GB | 136104 | 15 |
| Mistral 7B V0.3 Bnb 4bit | 32K / 4.1 GB | 22676 | 11 |
| Mistral 7B Instruct V0.2 4bit | 32K / 4.3 GB | 493 | 1 |
| Mistral 7B Instruct V0.2 Fp16 | 32K / 14.4 GB | 5 | 0 |
| ...tral 7B Instruct V0.2 Bnb 4bit | 32K / 4.1 GB | 17194 | 31 |
| Mistral 7B Instruct V0.2 8bit | 32K / 7.6 GB | 13 | 1 |
Note: green Score (e.g. "73.2") means that the model is better than HealTether-Healthcare/BioMistral-7B-lora-finetuned-4bit .
Rank the BioMistral 7B Lora Finetuned 4bit Capabilities
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Original data from HuggingFace, OpenCompass and various public git repos.
Release v20241110