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DeepSWE-Preview-GGUF

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Model creator: agentica-org
Original model: DeepSWE-Preview
GGUF quantization: provided by bartowski based on llama.cpp release b5760

Supports a context length of 40k tokens

Trained on top of Qwen3-32B with thinking mode enabled

Coding agent trained with only reinforcement learning (RL) to excel at software engineering (SWE) tasks

Achieves an impressive 59.0% on SWE-Bench-Verified, which is currently #1 in the open-weights category

More details in their technical blog post

🙏 Special thanks to Georgi Gerganov and the whole team working on llama.cpp for making all of this possible.

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