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redponike / KAT-Dev-72B-Exp-GGUF
Model's Last Updated: October 13 2025
text-generation
Introduction of KAT-Dev-72B-Exp-GGUF
Model Details of KAT-Dev-72B-Exp-GGUF
GGUF quants of Kwaipilot/KAT-Dev-72B-Exp
Using llama.cpp b6730 (commit e60f01d941bc5b7fae62dd57fee4cec76ec0ea6e )
The importance matrix was generated with calibration_datav3.txt.
All quants were generated/calibrated with the imatrix, including the K quants.
News
🔥 We’re thrilled to announce the release of KAT-Dev-72B-Exp , our latest and most powerful model yet!
🔥 You can now try our strongest proprietary coder model KAT-Coder directly on the StreamLake platform for free .
Highlights
KAT-Dev-72B-Exp is an open-source 72B-parameter model for software engineering tasks.
On SWE-Bench Verified, KAT-Dev-72B-Exp achieves 74.6% accuracy ⚡ — when evaluated strictly with the SWE-agent scaffold .
KAT-Dev-72B-Exp is the experimental reinforcement-learning version of the KAT-Coder model. Through this open-source release, we aim to reveal the technical innovations behind KAT-Coder’s large-scale RL to developers and researchers.
Introduction
We rewrote the attention kernel and redesigned the training engine for shared prefix trajectories to achieve highly efficient RL training, especially for scaffolds leveraging context management.
Furthermore, to prevent exploration collapse observed in RL training, we reshaped advantage distribution based on pass rates: amplifying the advantage scale of highly exploratory groups while reducing that of low-exploration ones.
SWE agent Evaluation Parameters
temperature: 0.6
max_turns: 150
history_processors.n: 100
For full settings please refer to inference.yaml
Runs of redponike KAT-Dev-72B-Exp-GGUF on huggingface.co
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More Information About KAT-Dev-72B-Exp-GGUF huggingface.co Model
Url of KAT-Dev-72B-Exp-GGUF
KAT-Dev-72B-Exp-GGUF huggingface.co Url
Provider of KAT-Dev-72B-Exp-GGUF huggingface.co
Other API from redponike
Updated:November 05 2025
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