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groundhogLLM
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Model Details
Model Provider
groundhogLLM
Model Tree
Qwen/Qwen3.6-27B
Input Modalities
Output Modalities
Supported Functionality
| Item | Setting |
|---|---|
| Training corpus | GraphForge-SFT-2169 |
| Training examples | 2,169 trajectory sequences |
| Epochs | 3 |
| Data admission | Teacher agent-judge score strictly above 0.90 |
| Reasoning history | Preserved in the training trajectories |
| Sequence-length policy | Discard complete samples above 262,144 tokens rather than truncate |
The GraphForge 27B and 35B-A3B SFT releases use the same main training corpus. The data pipeline constructs tasks and evidence-anchored rubrics from real files, uses an initial execution and one revision stage, and exports admitted teacher trajectories for supervised learning. The teacher model is GLM-5.2.
The repository contains the final safetensors weights, the weight index, model configuration, tokenizer, chat template, and available processor assets. It excludes optimizer state, training logs, and intermediate checkpoints. Use the included chat template with a compatible Transformers or serving runtime. The exported architecture identifier may use Qwen3.5-compatible implementation names; do not rename architecture fields merely to match the release name.
Keep reasoning history when running multi-turn tool interactions. Provide the tools and workspace required by the task; weights alone do not supply an agent runtime, web credentials, OCR service, or document-processing environment.
Benchmark results depend on the scaffold, available tools, task coverage, and judge protocol. Internal GDPVal Elo values are not interchangeable with official leaderboard scores. This card does not substitute a single score for those settings. The model can produce incorrect facts, unsafe tool actions, or invalid files. Review outputs and use appropriate sandboxing before executing generated commands.
This model is derived from Qwen/Qwen3.6-27B. The upstream Apache 2.0 license is retained in LICENSE. The weights were fine-tuned, this model card was replaced, and local provenance fields were removed from release configurations where present. This repository is the GraphForge derivative, not the unmodified upstream model.