What are the hardware requirements for BioMistral 7B Lora Finetuned 4bit?

BioMistral 7B Lora Finetuned 4bit requires approximately 4.1 GB of VRAM and supports a context window of 32K tokens. Quantized variants may run on less VRAM; see the Quantized Models section on this page.

Who developed BioMistral 7B Lora Finetuned 4bit and how large is it?

BioMistral 7B Lora Finetuned 4bit is developed by HealTether-Healthcare, a model with 7b parameters. The model is published as open weights on Hugging Face and indexed on LLM Explorer with full benchmark history.

Where can I download or evaluate BioMistral 7B Lora Finetuned 4bit?

BioMistral 7B Lora Finetuned 4bit is hosted on Hugging Face and linked from this page. LLM Explorer also lists quantized variants and similar alternatives if available.

BioMistral 7B Lora Finetuned 4bit by HealTether-Healthcare — VRAM 4.1GB, 32K context

Name: BioMistral 7B Lora Finetuned 4bit
Author: HealTether-Healthcare

BioMistral 7B Lora Finetuned 4bit is an open-source language model by HealTether-Healthcare. Features: 7b LLM, VRAM: 4.1GB, Context: 32K, License: apache-2.0, Quantized, Fine-Tuned, LLM Explorer Score: 0.13.

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

Model Card on HF 🤗: https://huggingface.co/HealTether-Healthcare/BioMistral-7B-lora-finetuned-4bit

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)	BioMistral 7B BioMistral/BioMistral-7B
Model Size	7b
Required VRAM	4.1 GB
Updated	2024-07-24
Maintainer	HealTether-Healthcare
Model Type	mistral
Model Files	4.1 GB
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

Rank the BioMistral 7B Lora Finetuned 4bit 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

Best Alternatives to BioMistral 7B Lora Finetuned 4bit

Best Alternatives	Context / RAM	Downloads	Likes
...t 3.5 0106 128K 4.0bpw H6 EXL2	128K / 3.9 GB	4	1
...t 3.5 0106 128K 8.0bpw H8 EXL2	128K / 7.4 GB	1	1
...aude Sonnet Mistral 7B It V0.3	32K / 14.5 GB	7	2
Mistral 7B Instruct V0.2 Fp16	32K / 14.4 GB	26	0
Mistral 7B V0.3 Bnb 4bit	32K / 4.1 GB	381323	22
Mistral 7B Instruct V0.2 4bit	32K / 4.3 GB	79	1
...tral 7B Instruct V0.3 Bnb 4bit	32K / 4.1 GB	34633	42
Mistral 7B Instruct V0.2 8bit	32K / 7.6 GB	5	1
...tral 7B Instruct V0.2 Bnb 4bit	32K / 4.1 GB	7160	35
Mixtral V0.3 Full 16bit	32K / 14.5 GB	12	0

Note: green Score (e.g. "73.2") means that the model is better than HealTether-Healthcare/BioMistral-7B-lora-finetuned-4bit.