flashback2k/FlashModel-Qwen3.5-9B-GGUF
text-generation model by flashback2k
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From the publisher
Model card & documentation
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imatrix GGUF quants of FlashModel-Qwen3.5-9B, a reasoning / coding / tool-calling fine-tune of Qwen/Qwen3.5-9B distilled from open-weight frontier teachers. unsloth/Qwen3.5-9B-GGUF (see How these were made). (sorted by size, not necessarily quality. IQ-quants are often preferable over similar sized non-IQ quants) Which one should I pick? Leave room for the KV cache: long reasoning traces need context. Size numbers are file sizes, not total memory use. Or pull straight from the Hub: llama-server -hf flashback2k/FlashModel-Qwen3.5-9B-GGUF:Q4KXL --jinja Search for flashback2k/FlashModel-Qwen3.5-9B-GGUF and pick a quant. These are the base model's official recommendations (Qwen3.5 model card); they were not re-tuned for the fine-tune. Always pass --jinja so the embedded Qwen3.5 chat template (thinking blocks, tool calls) is used. Training system prompts started with a reasoning-budget tag chosen from the length of the teacher's reasoning: Values: off, low, medium, high, xhigh, max. The tag's effect on output length has not been measured yet; treat it…
Read the full model card ↗ · Preview checked 2026-10-30T08:49:36.950Z
Inside the original model card — Document outline
- ⚡ FlashModel-Qwen3.5-9B — GGUF
- Provided Quants
- Usage
- llama.cpp
- Ollama
- LM Studio
- Recommended sampling
- Reasoning-budget tag
- About the fine-tune
- Training data and teachers
- ⚠️ Status and known limitations
- How these were made
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Documentation belongs to its respective authors. Reported project/model license: apache-2.0. A listing is not a grant of reuse or training rights. Confirm the document’s own terms at the source.
Model overview
flashback2k/FlashModel-Qwen3.5-9B-GGUF is a text-generation model repository published by flashback2k on Hugging Face. The source reports the gguf library.
This page summarizes Hub metadata. For intended use, training data, evaluation results and limitations, consult the original model card.
Model facts
- Task
- text-generation
- Library
- gguf
- Recent downloads (30 days)
- 0
- Cumulative likes
- 0
- Hugging Face trending score
- 0
- Reported safetensors parameters
- Not reported
- Architecture
- Not reported
- License
- apache-2.0
- Access
- Not gated by Hugging Face
- Created
- 2026-09-17T06:03:17.000Z
- Last modified
- 2026-09-17T06:14:49.000Z
Compatibility and lineage
Reported languages: en
Reported base models: flashback2k/FlashModel-Qwen3.5-9B
Parameter count is not a RAM/VRAM requirement. Check precision, quantization, context length and runtime compatibility in the model card; no hardware or API-cost claim is inferred here.
Use and evaluate
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Source and freshness
Source: Hugging Face Hub. Metadata observed 2026-09-17T06:34:58.770Z. Daily imports are snapshots, not real-time monitoring.
Popularity and source listings do not establish security, suitability, licensing rights or benchmark performance.