What are the hardware requirements for Bio Medical Llama 3 8B?

Bio Medical Llama 3 8B requires approximately 16.1 GB of VRAM and supports a context window of 8K tokens. Quantized variants may run on less VRAM; see the Quantized Models section on this page.

Who developed Bio Medical Llama 3 8B and how large is it?

Bio Medical Llama 3 8B is developed by ContactDoctor, a model with 8b 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 Bio Medical Llama 3 8B?

Bio Medical Llama 3 8B is hosted on Hugging Face and linked from this page. LLM Explorer also lists quantized variants and similar alternatives if available.

Bio Medical Llama 3 8B by ContactDoctor — VRAM 16.1GB, 8K context

Name: Bio Medical Llama 3 8B
Author: ContactDoctor

Bio Medical Llama 3 8B is an open-source language model by ContactDoctor. Features: 8b LLM, VRAM: 16.1GB, Context: 8K, License: llama3, Instruction-Based, LLM Explorer Score: 0.22.

Autotrain compatible Base model:finetune:meta-llama... Base model:meta-llama/meta-lla... Biomed Conversational Dataset:collaiborateorg/biomed... Endpoints compatible Generated from trainer Healthcare & lifesciences Instruct Llama Medical Region:us Safetensors Sharded Tensorflow

Model Card on HF 🤗: https://huggingface.co/ContactDoctor/Bio-Medical-Llama-3-8B

Bio Medical Llama 3 8B Parameters and Internals

Use Cases

Areas:

Research Support, Clinical Decision Support, Educational Tool

Primary Use Cases:

Assisting researchers in literature review and data extraction, Providing information to support clinical decision-making processes, Serving as a resource for medical students and professionals

Limitations:

The model may inherit biases present in the training data., The model's responses may not always be accurate or up-to-date.

Considerations:

The model should complement, not replace, professional judgment and expertise.

Training Details

Data Sources:

collaiborateorg/BioMedData

Data Volume:

500,000+ entries

Responsible Ai Considerations

Fairness:

Efforts have been made to curate a balanced dataset, but some biases may persist.

LLM Name	Bio Medical Llama 3 8B
Repository 🤗	https://huggingface.co/ContactDoctor/Bio-Medical-Llama-3-8B
Base Model(s)	Meta Llama 3 8B Instruct meta-llama/Meta-Llama-3-8B-Instruct
Model Size	8b
Required VRAM	16.1 GB
Updated	2024-11-09
Maintainer	ContactDoctor
Model Type	llama
Instruction-Based	Yes
Model Files	10.0 GB: 1-of-2 6.1 GB: 2-of-2
Model Architecture	LlamaForCausalLM
License	llama3
Context Length	8192
Model Max Length	8192
Transformers Version	4.41.2
Tokenizer Class	PreTrainedTokenizerFast
Padding Token	<\|eot_id\|>
Vocabulary Size	128256
Torch Data Type	bfloat16

Rank the Bio Medical Llama 3 8B capabilities

Have you tried this model? Rate its performance — this feedback helps the ML community find the right model for their needs.

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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