Philippe Bich

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commented 2 papers 1 day ago

KVarN: Variance-Normalized KV-Cache Quantization Mitigates Error Accumulation in Reasoning Tasks

Paper • 2606.03458 • Published 4 days ago • 49 •

10

KVarN: Variance-Normalized KV-Cache Quantization Mitigates Error Accumulation in Reasoning Tasks

Paper • 2606.03458 • Published 4 days ago • 49 •

10

upvoted a paper 2 days ago

KVarN: Variance-Normalized KV-Cache Quantization Mitigates Error Accumulation in Reasoning Tasks

Paper • 2606.03458 • Published 4 days ago • 49

submitted a paper to Daily Papers 2 days ago

KVarN: Variance-Normalized KV-Cache Quantization Mitigates Error Accumulation in Reasoning Tasks

Paper • 2606.03458 • Published 4 days ago • 49

liked 4 models 3 months ago

huawei-csl/Qwen3-8B-PreSINQ-GGUF

Text Generation • 8B • Updated Feb 24 • 9 • 2

huawei-csl/Qwen3-0.6B-PreSINQ-GGUF

Text Generation • 0.6B • Updated Feb 10 • 11 • 2

huawei-csl/Qwen3-4B-PreSINQ-GGUF

Text Generation • 4B • Updated Feb 10 • 34 • 5

huawei-csl/Qwen3-1.7B-PreSINQ-GGUF

Text Generation • 2B • Updated Feb 10 • 15 • 3

updated 3 models 4 months ago

huawei-csl/Qwen3-0.6B-PreSINQ-GGUF

Text Generation • 0.6B • Updated Feb 10 • 11 • 2

huawei-csl/Qwen3-1.7B-PreSINQ-GGUF

Text Generation • 2B • Updated Feb 10 • 15 • 3

huawei-csl/Qwen3-4B-PreSINQ-GGUF

Text Generation • 4B • Updated Feb 10 • 34 • 5

liked 3 models 7 months ago

huawei-csl/Apertus-8B-2509-4bit-ASINQ

Text Generation • 5B • Updated Feb 2 • 297 • 3

huawei-csl/Apertus-8B-2509-4bit-SINQ

Text Generation • 5B • Updated Feb 2 • 4 • 2

huawei-csl/Qwen3-235B-A22B-3bit-SINQ

Text Generation • Updated Feb 2 • 5 • 2

upvoted an article 7 months ago

view article

Article

On the Shifting Global Compute Landscape

• 

huggingface

•

Oct 29, 2025

• 61

commented a paper 8 months ago

SINQ: Sinkhorn-Normalized Quantization for Calibration-Free Low-Precision LLM Weights

Paper • 2509.22944 • Published Sep 26, 2025 • 80 •

6

upvoted a collection 8 months ago

SINQ

Collection

This collection contains the models quantized with the SINQ quantization method. • 19 items • Updated Nov 24, 2025 • 10

New activity in huawei-csl/Qwen3-14B-3bit-SINQ 8 months ago

Update sample code to load from the correct repo (huawei-csl instead of huawei-cls)

1

#1 opened 8 months ago by

cheemeng

liked 2 models 8 months ago

huawei-csl/Qwen3-32B-4bit-SINQ

Text Generation • 18B • Updated Feb 2 • 16 • 7

huawei-csl/Qwen3-32B-3bit-ASINQ

Text Generation • 6B • Updated Feb 2 • 6 • 5