peonist-ai/halogen-qwen3.8-flash-next
text-generation model by peonist-ai
Older snapshot: check the original source for current information.
From the publisher
Model card & documentation
Source previewRead the publisher’s intended use, setup instructions, evaluations and limitations. The original model card is the source of truth.
Weights for halogen-flash-server, a dedicated inference engine for Qwen3.8-Flash-Next on AMD Strix Halo (gfx1151). One model family, one GPU, every kernel written for this silicon. Questions and numbers from your own machine go to the Discord. Bugs go to the server repository's issues. These weights are in halogen's own .hgn format and will not load in transformers, vLLM, or llama.cpp. They exist to be mounted into the halogen-flash-server container. From 0.15 the checkpoint is qwen38-flash-next-v2.hgn, with its lookup table beside it. Download both (about 110 GiB). The model needs about 62 GiB resident plus the memory-mapped table. The server fetches exactly these when HALOGENDOWNLOAD names this repo on a new volume. A smaller checkpoint, opt in (0.16 on). qwen38-flash-next-ht43.hgn stores the experts in fewer bits and holds about 8 GiB less in memory than v2, with the same lookup table. Prompts are read somewhat slower with it, and decode with…
Read the full model card ↗ · Preview checked 2026-10-30T14:34:00.330Z
Inside the original model card — Document outline
- halogen-flash, Qwen3.8-Flash-Next for AMD Strix Halo
- What is here
- Use
- Precision
- Speculative decoding
- Provenance and license
Headings are captured from the source. Links open the publisher’s document, not a locally hosted copy.
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
peonist-ai/halogen-qwen3.8-flash-next is a text-generation model repository published by peonist-ai on Hugging Face. The source reports the halogen 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
- halogen
- Recent downloads (30 days)
- 0
- Cumulative likes
- 88
- Hugging Face trending score
- 61
- Reported safetensors parameters
- Not reported
- Architecture
- Not reported
- License
- apache-2.0
- Access
- Not gated by Hugging Face
- Created
- 2026-09-01T01:14:53.000Z
- Last modified
- 2026-09-18T03:50:24.000Z
Compatibility and lineage
Language coverage was not reported.
Reported base models: Qwen/Qwen3.8-Flash-Next
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
Check license terms and access requirements first. Review the model card’s documented loading instructions, evaluations and safety limitations. Benchmark scores are not imported by this directory, and popularity is not an accuracy ranking.
No model weights are downloaded or executed by AltAPIs. Never enable remote model code without reviewing it.
Source and freshness
Source: Hugging Face Hub. Metadata observed 2026-09-18T06:35:08.044Z. Daily imports are snapshots, not real-time monitoring.
Popularity and source listings do not establish security, suitability, licensing rights or benchmark performance.