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’ 27.2k β’ 45 -
hugging-quants/Llama-3.2-3B-Instruct-Q4_K_M-GGUF
Text Generation β’ Updated β’ 10.5k β’ 19 -
hugging-quants/Llama-3.2-1B-Instruct-Q8_0-GGUF
Text Generation β’ Updated β’ 61.6k β’ 27 -
hugging-quants/Llama-3.2-1B-Instruct-Q4_K_M-GGUF
Text Generation β’ Updated β’ 27k β’ 13
models
21

hugging-quants/Llama-4-Scout-17B-16E-Instruct-fbgemm
Image-Text-to-Text
β’
Updated
β’
196

hugging-quants/Llama-4-Scout-17B-16E-Instruct-fbgemm-unfused
Image-Text-to-Text
β’
Updated
β’
2
β’
1

hugging-quants/gemma-2-9b-it-AWQ-INT4
Text Generation
β’
Updated
β’
1.08k
β’
6

hugging-quants/Mixtral-8x7B-Instruct-v0.1-AWQ-INT4
Text Generation
β’
Updated
β’
7.07k

hugging-quants/Llama-3.2-1B-Instruct-Q4_K_M-GGUF
Text Generation
β’
Updated
β’
27k
β’
13

hugging-quants/Llama-3.2-1B-Instruct-Q8_0-GGUF
Text Generation
β’
Updated
β’
61.6k
β’
27

hugging-quants/Llama-3.2-3B-Instruct-Q4_K_M-GGUF
Text Generation
β’
Updated
β’
10.5k
β’
19

hugging-quants/Llama-3.2-3B-Instruct-Q8_0-GGUF
Text Generation
β’
Updated
β’
27.2k
β’
45

hugging-quants/Meta-Llama-3.1-405B-BNB-NF4
Text Generation
β’
Updated
β’
31
β’
2

hugging-quants/Meta-Llama-3.1-405B-Instruct-BNB-NF4
Text Generation
β’
Updated
β’
37
β’
5
datasets
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