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Hopcoder-Mini-9B-SWE-Agent-GGUF
TaimoorSiddiqui/Hopcoder-Mini-9B-SWE-Agent-GGUF
Hopcoder-Mini-9B-SWE-Agent-GGUF is a machine learning model from TaimoorSiddiqui. Use it for the machine learning task on the model card, and read the license before you ship it in a product. It is set up for llama.cpp.
GGUF quantized version of the Hopcoder-Mini-9B-SWE-Agent model.
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Repo size
39.5 GB
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.gguf39.5 GB · 100%
At a glance
- Library
- llama.cpp
- Access
- Public
- Created
- Jul 1, 2026
- Updated
- Jul 1, 2026
- SHA
- 08a3b764
Base models
Model card
From the Hugging Face model README
Hopcoder-Mini-9B-SWE-Agent
GGUF quantized version of the Hopcoder-Mini-9B-SWE-Agent model.
Model Details
- Base model: TaimoorSiddiqui/Hopcoder-Mini-9B
- LoRA adapter: TaimoorSiddiqui/Hopcoder-Mini-9B-SWE-Agent-LoRA-H200
- Architecture: Qwen3.5 (Qwen3_5ForConditionalGeneration)
- Parameters: 9.4B
- Format: GGUF
Available Quantizations
| Quantization | File | Size |
|---|---|---|
| Q4_K_M | Hopcoder-Mini-9B-SWE-Agent-Q4_K_M.gguf | 5.63 GB |
| Q5_K_M | Hopcoder-Mini-9B-SWE-Agent-Q5_K_M.gguf | 6.47 GB |
| Q8_0 | Hopcoder-Mini-9B-SWE-Agent-Q8_0.gguf | 9.53 GB |
| F16 | Hopcoder-Mini-9B-SWE-Agent-F16.gguf | 17.92 GB |
Usage
# Download a quantized file
huggingface-cli download TaimoorSiddiqui/Hopcoder-Mini-9B-SWE-Agent-GGUF Hopcoder-Mini-9B-SWE-Agent-Q4_K_M.gguf --local-dir ./
# Run with llama.cpp
llama-server --model Hopcoder-Mini-9B-SWE-Agent-Q4_K_M.gguf --n-gpu-layers 99 --port 8080
Merging Process
- Loaded base model in FP16 on CPU
- Merged LoRA adapter(s) into base (Stage-2 SWE-Agent (already contains Stage-1))
- Converted merged model to GGUF format
- Quantized to multiple levels using llama-quantize
- Uploaded to HuggingFace
Original Model
The original PEFT/LoRA adapter is available at:
- Stage-2 (contains Stage-1): TaimoorSiddiqui/Hopcoder-Mini-9B-SWE-Agent-LoRA-H200
- Library
- llama.cpp
- Created
- Jul 1, 2026
- Updated
- Jul 1, 2026