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LocalAI [bot]mudler
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chore(model gallery): 🤖 add 1 new models via gallery agent (mudler#6864)
chore(model gallery): 🤖 add new models via gallery agent Signed-off-by: github-actions[bot] <41898282+github-actions[bot]@users.noreply.github.com> Co-authored-by: mudler <2420543+mudler@users.noreply.github.com>
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gallery/index.yaml

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- filename: pokee_research_7b-q4_k_m.gguf
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sha256: 670706711d82fcdbae951fda084f77c9c479edf3eb5d8458d1cfddd46cf4b767
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uri: huggingface://Mungert/pokee_research_7b-GGUF/pokee_research_7b-q4_k_m.gguf
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- !!merge <<: *qwen3
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name: "deepkat-32b-i1"
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urls:
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- https://huggingface.co/mradermacher/DeepKAT-32B-i1-GGUF
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description: |
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**DeepKAT-32B** is a high-performance, open-source coding agent built by merging two leading RL-tuned models—**DeepSWE-Preview** and **KAT-Dev**—on the **Qwen3-32B** base architecture using Arcee MergeKit’s TIES method. This 32B parameter model excels in complex software engineering tasks, including code generation, bug fixing, refactoring, and autonomous agent workflows with tool use.
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Key strengths:
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- Achieves ~62% SWE-Bench Verified score (on par with top open-source models).
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- Strong performance in multi-file reasoning, multi-turn planning, and sparse reward environments.
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- Optimized for agentic behavior with step-by-step reasoning and tool chaining.
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Ideal for developers, AI researchers, and teams building intelligent code assistants or autonomous software agents.
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> 🔗 **Base Model**: Qwen/Qwen3-32B
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> 🛠️ **Built With**: MergeKit (TIES), RL-finetuned components
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> 📊 **Benchmarks**: SWE-Bench Verified: ~62%, HumanEval Pass@1: ~85%
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*Note: The model is a merge of two RL-tuned models and not a direct training from scratch.*
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overrides:
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parameters:
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model: mradermacher/DeepKAT-32B-i1-GGUF

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