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

Hugging Quants
AI & ML interests
Optimised quants for high-throughput deployments! Compatible with Transformers, TGI & vLLM 🤗
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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 🤗.
- 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 • Updated • 27.8k • 44 -
hugging-quants/Llama-3.2-3B-Instruct-Q4_K_M-GGUF
Text Generation • Updated • 33.3k • 19 -
hugging-quants/Llama-3.2-1B-Instruct-Q8_0-GGUF
Text Generation • Updated • 114k • 28 -
hugging-quants/Llama-3.2-1B-Instruct-Q4_K_M-GGUF
Text Generation • Updated • 62.1k • 13
models
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hugging-quants/gemma-2-9b-it-AWQ-INT4
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1.1k
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6

hugging-quants/Mixtral-8x7B-Instruct-v0.1-AWQ-INT4
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188

hugging-quants/Llama-3.2-1B-Instruct-Q4_K_M-GGUF
Text Generation
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62.1k
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13

hugging-quants/Llama-3.2-1B-Instruct-Q8_0-GGUF
Text Generation
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Updated
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114k
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28

hugging-quants/Llama-3.2-3B-Instruct-Q4_K_M-GGUF
Text Generation
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Updated
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33.3k
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19

hugging-quants/Llama-3.2-3B-Instruct-Q8_0-GGUF
Text Generation
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Updated
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27.8k
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44

hugging-quants/Meta-Llama-3.1-405B-BNB-NF4
Text Generation
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126
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2

hugging-quants/Meta-Llama-3.1-405B-Instruct-BNB-NF4
Text Generation
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465
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5

hugging-quants/Meta-Llama-3.1-405B-BNB-NF4-BF16
Text Generation
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698
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2

hugging-quants/Meta-Llama-3.1-405B-Instruct-AWQ-INT4
Text Generation
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1.93k
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37
datasets
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