This collection contains the models quantized with the SINQ quantization method.
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Papers
SINQ: Sinkhorn-Normalized Quantization for Calibration-Free Low-Precision LLM Weights
Top-Theta Attention: Sparsifying Transformers by Compensated Thresholding
models
19
huawei-csl/Qwen3-Next-80B-A3B-Instruct-3bit-SINQ
Text Generation
•
Updated
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7
huawei-csl/Kimi-Linear-48B-A3B-Instruct-3bit-SINQ
Text Generation
•
7B
•
Updated
•
71
huawei-csl/Kimi-Linear-48B-A3B-Instruct-4bit-SINQ
Text Generation
•
27B
•
Updated
•
23
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1
huawei-csl/Qwen3-Next-80B-A3B-Instruct-4bit-SINQ
Text Generation
•
Updated
•
25
huawei-csl/Apertus-8B-2509-4bit-ASINQ
Text Generation
•
5B
•
Updated
•
20
•
2
huawei-csl/Apertus-8B-2509-4bit-SINQ
Text Generation
•
5B
•
Updated
•
28
•
2
huawei-csl/Qwen3-235B-A22B-3bit-SINQ
Text Generation
•
Updated
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45
•
2
huawei-csl/Qwen3-32B-4bit-ASINQ
Text Generation
•
18B
•
Updated
•
10
•
8
huawei-csl/Qwen3-32B-4bit-SINQ
Text Generation
•
18B
•
Updated
•
4
•
7
huawei-csl/Qwen3-14B-4bit-ASINQ
Text Generation
•
9B
•
Updated
•
13
•
6
datasets
0
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