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We're a trio of AI enthusiasts who create LLM quantization models (GPTQ, WNA16) in our spare time. We bridge ModelScope and Hugging Face by porting our quantized models to make efficient AI more accessible globally.

Recent Activity
tclf90  new activity about 1 hour ago
QuantTrio/Kimi-K3-Cubic-2.5Bit:佈署失敗 (ó﹏ò｡)
JunHowie  updated a model about 7 hours ago
QuantTrio/Kimi-K3-Cubic-2.5Bit
tclf90  new activity about 7 hours ago
QuantTrio/Kimi-K3-Cubic-2.5Bit:Roadmap for DSpark support in the Cubic vLLM branch?
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tclf90 
in QuantTrio/Kimi-K3-Cubic-2.5Bit about 1 hour ago

佈署失敗 (ó﹏ò｡)

1
#4 opened about 2 hours ago by
gold9450412
JunHowie 
updated a model about 7 hours ago
tclf90 
in QuantTrio/Kimi-K3-Cubic-2.5Bit about 7 hours ago

Roadmap for DSpark support in the Cubic vLLM branch?

2
#3 opened 1 day ago by
bencswong2
JunHowie 
in QuantTrio/Kimi-K3-Cubic-2.5Bit 3 days ago

啥时候上传完呀，老哥。modelscope太慢了

1
#1 opened 3 days ago by
bencswong2
JunHowie 
published a model 3 days ago
JunHowie 
in QuantTrio/gemma-4-31B-it-AWQ 18 days ago

Request update model to google updates of july 2026

1
#3 opened 19 days ago by
bagwani
JunHowie 
updated a model 18 days ago
tclf90 
in QuantTrio/GLM-5.2-Int4-Int8Mix about 1 month ago

GLM-5.2-Int4-Int8Mix generates only "!!!!!" on H100 8×80GB with vLLM 0.23.0/0.24.0 — IndexShare sparse indexer K-cache never populated during prefill

4
#3 opened about 1 month ago by
kinggenguo
JunHowie 
in QuantTrio/GLM-5.2-Int4-Int8Mix about 1 month ago

GLM-5.2-Int4-Int8Mix generates only "!!!!!" on H100 8×80GB with vLLM 0.23.0/0.24.0 — IndexShare sparse indexer K-cache never populated during prefill

4
#3 opened about 1 month ago by
kinggenguo
tclf90 
in QuantTrio/GLM-5.2-Int4-Int8Mix about 2 months ago

AWQ 4bit

2
#2 opened about 2 months ago by
MatthieuZ
JunHowie 
in QuantTrio/GLM-5.2-Int4-Int8Mix about 2 months ago

Any chances for A100?

5
#1 opened about 2 months ago by
traphix
JunHowie 
updated a model about 2 months ago
JunHowie 
published 2 models about 2 months ago
JunHowie 
updated a model about 2 months ago
JunHowie 
in QuantTrio/GLM-5.1-AWQ about 2 months ago

GLM-5.2-AWQ

1
#2 opened about 2 months ago by
ag1988
tclf90 
in QuantTrio/GLM-4.7-AWQ 3 months ago

Revert remplate
#8 opened 3 months ago by
s-yanev

Support for structured output
#7 opened 3 months ago by
s-yanev
tclf90 
in QuantTrio/DeepSeek-V3.1-AWQ-Lite 3 months ago

Fix chat_template crash when assistant message omits the `content` key
#5 opened 3 months ago by
qgallouedec
tclf90 
in QuantTrio/DeepSeek-V3.2-Exp-AWQ 3 months ago

Fix chat_template crash when assistant message omits the `content` key
#4 opened 3 months ago by
qgallouedec