What are the hardware requirements for Drug Profile Llama 3 AWQ?

Drug Profile Llama 3 AWQ requires approximately 5.8 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 Drug Profile Llama 3 AWQ and how large is it?

Drug Profile Llama 3 AWQ is developed by markim, a model with 2b 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 Drug Profile Llama 3 AWQ?

Drug Profile Llama 3 AWQ is hosted on Hugging Face and linked from this page. LLM Explorer also lists quantized variants and similar alternatives if available.

Drug Profile Llama 3 AWQ by markim — VRAM 5.8GB, 8K context

Name: Drug Profile Llama 3 AWQ
Author: markim

Drug Profile Llama 3 AWQ is an open-source language model by markim. Features: 2b LLM, VRAM: 5.8GB, Context: 8K, Quantized, LLM Explorer Score: 0.12.

Arxiv:1910.09700 4-bit Autotrain compatible Awq Conversational Endpoints compatible Llama Quantized Region:us Safetensors Sharded Tensorflow

Model Card on HF 🤗: https://huggingface.co/markim/drug-profile-llama-3-awq

Drug Profile Llama 3 AWQ Parameters and Internals

LLM Name	Drug Profile Llama 3 AWQ
Repository 🤗	https://huggingface.co/markim/drug-profile-llama-3-awq
Model Size	2b
Required VRAM	5.8 GB
Updated	2024-11-28
Maintainer	markim
Model Type	llama
Model Files	4.7 GB: 1-of-2 1.1 GB: 2-of-2
AWQ Quantization	Yes
Quantization Type	awq
Model Architecture	LlamaForCausalLM
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	float16

Rank the Drug Profile Llama 3 AWQ 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

Best Alternatives to Drug Profile Llama 3 AWQ

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MiniCPM5 2B AWQ 8bit	128K / 3.2 GB	28	2
MiniCPM5 2B AWQ 4bit	128K / 2.2 GB	34	1
...t Agents Llama3 4.0.22 DPO AWQ	8K / 5.8 GB	7	0
Llama3 AWQ Hermes 2 Theta	8K / 5.8 GB	6	0
EPFL TA Meister AWQ 4bit	8K / 5.8 GB	7	0
...T Agents Llama3 5.0.77 DPO AWQ	8K / 5.8 GB	5	0
Semiconductor Llama3 V2 AWQ	8K / 5.8 GB	0	0
MiniCPM5 2B Chat Mlx 4bit	128K / 1.4 GB	232	2
MiniCPM5 2B 8bit	128K / 2.7 GB	734	6
MiniCPM5 2B OptiQ 4bit	128K / 1.9 GB	317	3

Note: green Score (e.g. "73.2") means that the model is better than markim/drug-profile-llama-3-awq.