prithivMLmods / OxCoder-9B-GGUF

huggingface.co
Total runs: 7.1K
24-hour runs: 0
7-day runs: 1.8K
30-day runs: 6.9K
Model's Last Updated: September 08 2026
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Introduction of OxCoder-9B-GGUF

Model Details of OxCoder-9B-GGUF

OxCoder-9B-GGUF

OxCoder-9B is developed by OrionLLM, a lightweight 9-billion-parameter coding model built on Qwen3.5-9B for long-horizon agentic coding, terminal automation, and agentic reasoning, distilled from frontier agentic trajectories generated by Fable-5.1 and GLM-5.3 across Claude Code, OpenCode, and Codex environments. It ships with a full 262,144-token native context window for handling complex multi-file codebases, learns error-recovery behaviors like read-before-write patterns and LSP-diagnostic-driven minimal edit diffs rather than full rewrites, and exhibits notably strong front-end reasoning for a sub-10B model, with deep understanding of UI logic and component architecture. Despite its compact size, OxCoder-9B punches well above its weight class, outperforming Ornith-1.5-9B, Ornith-1.0-9B, Qwen3.5-9B, and even the larger Gemma-4-31B across nearly every reported benchmark — including 50.8 on Terminal-Bench 2.1 (Claude Code), 73.5 on SWE-bench Verified, 49.1 on SWE-bench Pro, 86.9 on GPQA Diamond, and 67.8 on ClawEval — reflecting particular strength in agentic terminal coding and real-world software engineering tasks relative to its parameter count. The model is released under the Apache 2.0 License.

Model Files
File Name Quant Type File Size File Link
OxCoder-9B.BF16.gguf BF16 17.9 GB Download
OxCoder-9B.Q3_K_L.gguf Q3_K_L 4.93 GB Download
OxCoder-9B.Q3_K_M.gguf Q3_K_M 4.62 GB Download
OxCoder-9B.Q3_K_S.gguf Q3_K_S 4.26 GB Download
OxCoder-9B.Q4_0.gguf Q4_0 5.31 GB Download
OxCoder-9B.Q4_K_M.gguf Q4_K_M 5.63 GB Download
OxCoder-9B.Q4_K_S.gguf Q4_K_S 5.35 GB Download
OxCoder-9B.Q5_0.gguf Q5_0 6.31 GB Download
OxCoder-9B.Q5_K_M.gguf Q5_K_M 6.47 GB Download
OxCoder-9B.Q5_K_S.gguf Q5_K_S 6.31 GB Download
OxCoder-9B.mmproj-bf16.gguf mmproj-bf16 922 MB Download
llama.cpp

LLM inference in C/C++ — https://github.com/ggml-org/llama.cpp

Runs of prithivMLmods OxCoder-9B-GGUF on huggingface.co

7.1K
Total runs
0
24-hour runs
833
3-day runs
1.8K
7-day runs
6.9K
30-day runs

More Information About OxCoder-9B-GGUF huggingface.co Model

More OxCoder-9B-GGUF license Visit here:

https://choosealicense.com/licenses/apache-2.0

OxCoder-9B-GGUF huggingface.co

OxCoder-9B-GGUF huggingface.co is an AI model on huggingface.co that provides OxCoder-9B-GGUF's model effect (), which can be used instantly with this prithivMLmods OxCoder-9B-GGUF model. huggingface.co supports a free trial of the OxCoder-9B-GGUF model, and also provides paid use of the OxCoder-9B-GGUF. Support call OxCoder-9B-GGUF model through api, including Node.js, Python, http.

prithivMLmods OxCoder-9B-GGUF online free

OxCoder-9B-GGUF huggingface.co is an online trial and call api platform, which integrates OxCoder-9B-GGUF's modeling effects, including api services, and provides a free online trial of OxCoder-9B-GGUF, you can try OxCoder-9B-GGUF online for free by clicking the link below.

prithivMLmods OxCoder-9B-GGUF online free url in huggingface.co:

https://huggingface.co/prithivMLmods/OxCoder-9B-GGUF

OxCoder-9B-GGUF install

OxCoder-9B-GGUF is an open source model from GitHub that offers a free installation service, and any user can find OxCoder-9B-GGUF on GitHub to install. At the same time, huggingface.co provides the effect of OxCoder-9B-GGUF install, users can directly use OxCoder-9B-GGUF installed effect in huggingface.co for debugging and trial. It also supports api for free installation.

OxCoder-9B-GGUF install url in huggingface.co:

https://huggingface.co/prithivMLmods/OxCoder-9B-GGUF

Url of OxCoder-9B-GGUF

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