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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10
huawei-csl/Kimi-Linear-48B-A3B-Instruct-3bit-SINQ
Text Generation
•
7B
•
Updated
•
88
huawei-csl/Kimi-Linear-48B-A3B-Instruct-4bit-SINQ
Text Generation
•
27B
•
Updated
•
29
•
1
huawei-csl/Qwen3-Next-80B-A3B-Instruct-4bit-SINQ
Text Generation
•
Updated
•
304
huawei-csl/Apertus-8B-2509-4bit-ASINQ
Text Generation
•
5B
•
Updated
•
11
•
2
huawei-csl/Apertus-8B-2509-4bit-SINQ
Text Generation
•
5B
•
Updated
•
19
•
2
huawei-csl/Qwen3-235B-A22B-3bit-SINQ
Text Generation
•
Updated
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9
•
2
huawei-csl/Qwen3-32B-4bit-ASINQ
Text Generation
•
18B
•
Updated
•
11
•
8
huawei-csl/Qwen3-32B-4bit-SINQ
Text Generation
•
18B
•
Updated
•
7
•
7
huawei-csl/Qwen3-14B-4bit-ASINQ
Text Generation
•
9B
•
Updated
•
14
•
6
datasets
0
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