Optimised AWQ Quants for high-throughput deployments of Gemma2! Compatible with Transformers, TGI & VLLM π€

Hugging Quants
AI & ML interests
Optimised quants for high-throughput deployments! Compatible with Transformers, TGI & vLLM π€
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Welcome to the home of exciting quantized models! We'd love to see increased adoption of powerful state-of-the-art open models, and quantization is a key component to make them work on more types of hardware.
Resources:
- Llama 3.1 Quantized Models: Optimised Quants of Llama 3.1 for high-throughput deployments! Compatible with Transformers, TGI & VLLM π€.
- Hugging Face Llama Recipes: A set of minimal recipes to get started with Llama 3.1.
Collections
3
Llama.cpp compatible quants for Llama 3.2 3B and 1B Instruct models.
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hugging-quants/Llama-3.2-3B-Instruct-Q8_0-GGUF
Text Generation β’ Updated β’ 21.8k β’ 47 -
hugging-quants/Llama-3.2-3B-Instruct-Q4_K_M-GGUF
Text Generation β’ Updated β’ 1.91k β’ 19 -
hugging-quants/Llama-3.2-1B-Instruct-Q8_0-GGUF
Text Generation β’ Updated β’ 58k β’ 29 -
hugging-quants/Llama-3.2-1B-Instruct-Q4_K_M-GGUF
Text Generation β’ Updated β’ 25k β’ 15
models
21

hugging-quants/Llama-4-Scout-17B-16E-Instruct-fbgemm
Image-Text-to-Text
β’
Updated
β’
203

hugging-quants/Llama-4-Scout-17B-16E-Instruct-fbgemm-unfused
Image-Text-to-Text
β’
Updated
β’
23
β’
1

hugging-quants/gemma-2-9b-it-AWQ-INT4
Text Generation
β’
Updated
β’
1.01k
β’
6

hugging-quants/Mixtral-8x7B-Instruct-v0.1-AWQ-INT4
Text Generation
β’
Updated
β’
12.5k

hugging-quants/Llama-3.2-1B-Instruct-Q4_K_M-GGUF
Text Generation
β’
Updated
β’
25k
β’
15

hugging-quants/Llama-3.2-1B-Instruct-Q8_0-GGUF
Text Generation
β’
Updated
β’
58k
β’
29

hugging-quants/Llama-3.2-3B-Instruct-Q4_K_M-GGUF
Text Generation
β’
Updated
β’
1.91k
β’
19

hugging-quants/Llama-3.2-3B-Instruct-Q8_0-GGUF
Text Generation
β’
Updated
β’
21.8k
β’
47

hugging-quants/Meta-Llama-3.1-405B-BNB-NF4
Text Generation
β’
Updated
β’
32
β’
2

hugging-quants/Meta-Llama-3.1-405B-Instruct-BNB-NF4
Text Generation
β’
Updated
β’
29
β’
5
datasets
0
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