The story so far
Weights, every dated article, and repo commits on one rail.
10 dated articles and 30 repo commits so far
Teal is the weights (2023-08-20), amber triangles are 10 dated articles (each links to it), grey ticks are repo commits.
Up to date
Qwen Not declared out 3 years ago
Text in, text out, 8K tokens of context.
Verified 2026-10-25 Rank #313 in LLMs · score 82.9 method v1 Sources 3 Downloads 30d 18.4k · #463 of 619 tracked
Picked by rule from 23 tracked pieces: the lab's own post, the most shared, a field report, the latest.
Strata runs the 125-billion-parameter Qwen3.8-Flash-Next model on consumer hardware under an MIT license with no cloud dependencies.
The 2 picks above, plus these 21. Top is the radar's score: discussion, source authority and the lab's own posts, fading with age.
Hugging Face does not say who downloads a model or with what. These are the proxies: API providers listing it, quantized builds, fine-tunes/adapters/merges, and Spaces that load it.
No API provider serves it, so its downloads are people running it themselves: 41 Spaces.
Top Spaces running it: Speedofmastery/orynxml-backend ♥ 2 · znskiss/Qwen-VL ♥ 1 · TeamTonic/VLChat-OfficialDemo ♥ 1 · jarnot/EasyAnimate ♥ 1
Weights, every dated article, and repo commits on one rail.
Teal is the weights (2023-08-20), amber triangles are 10 dated articles (each links to it), grey ticks are repo commits.
54 derivatives on the Hub. Which build to run, by runtime: the most downloaded in each class.
From the Hugging Face model tree; quantized builds in teal, fine-tunes, merges and adapters in greys.
Everything else, folded: the full tables, every source.
| Benchmark | Value | Setting / notes | Reported by | Date |
|---|---|---|---|---|
| author-reported TouchStone | 401.2 | BF16 ZH. | model author | 2026-10-07 |
| author-reported TouchStone | 645.2 | BF16 EN | model author | 2026-10-07 |
| author-reported TouchStone | 386.6 | Int4 ZH. | model author | 2026-10-07 |
| author-reported TouchStone | 651.4 | Int4 EN | model author | 2026-10-07 |
Qwen-VL-Chat is a visual multimodal Chat model developed by Qwen for text-generation tasks.[1] The model accepts image, text, and bounding box as inputs and produces text and bounding box as outputs.[2]
Generated 2026-10-07 15:09 UTC by parasail-gemma-4-26b-a4b-it; each numeral points at the fact it rests on. Not a verdict.
Labels are evidence, not verdicts: measured a third-party leaderboard row for this model; author-reported a number the model author published in the card or eval files; structural a deterministic signal from the name, config or chat template, or a decision-model estimate. Each chip links to its source. All use cases.
Listed in LLMs
| Pipeline tag | text-generation |
|---|---|
| Library | transformers |
| Architectures | QWenLMHeadModel |
| Model type | qwen |
| Dtype | bfloat16 |
| MoE | no |
| Context length | 8,192 (config.json max_position_embeddings) |
| Languages | zh, en |
| Papers | arXiv:2308.12966 |
| License | Not declared |
| Hub snapshot | 2026-10-25 |
vLLM: not in registry · QWenLMHeadModel · 7050ef881ff0835f6890a47db1859a24c65481d6SGLang: supported · QWenLMHeadModel · 773cb938fe9484a8f7e7e46fb1b1fe96412c59ed
vLLM registry (7050ef881ff0835f6890a47db1859a24c65481d6) · SGLang registry (773cb938fe9484a8f7e7e46fb1b1fe96412c59ed) · Matched by architecture class name against each project's registry on main; 'supported' means the architecture is registered, not that this checkpoint was tested.
finetune: 7adapter: 47
| Variant | Relation | Quant | Params | Band | License | Author | Likes | Downloads |
|---|---|---|---|---|---|---|---|---|
| Xingyu-Zheng/Qwen-VL-Chat | finetune | — | — | — | — | Xingyu-Zheng | 1 | 7.4k |
| KissanAI/Dhenu-vision-lora-0.1 | adapter | — | 9.66B | L | apache-2.0 | KissanAI | 12 | 1.9k |
| Alibaba-NLP/OmniSearch-Qwen-VL-Chat-en | finetune | — | 9.66B | L | apache-2.0 | Alibaba-NLP | 2 | 508 |
| AgoraX/Lumixion-e1-70k-fncall-qlora | finetune | — | 9.66B | L | — | AgoraX | 3 | 313 |
| YanqiDai/MMRole-Eval_RM | finetune | — | — | — | mit | YanqiDai | 1 | 281 |
| HongxinLi/AutoGUI-Qwen-v0.1 | finetune | — | 9.66B | L | — | HongxinLi | 0 | 330 |
| YanqiDai/MMRole-Agent | finetune | — | — | — | mit | YanqiDai | 2 | 215 |
| trinhxuankhai/external_pedes_appearance | adapter | — | — | — | — | trinhxuankhai | 0 | 259 |
| oofwite/OMG-VLM | adapter | — | — | — | other | oofwite | 4 | 19 |
| wumengyangok/ICM-Qwen-VL | finetune | — | — | — | apache-2.0 | wumengyangok | 0 | 120 |
| trinhxuankhai/origin_v_pedes_location | adapter | — | — | — | — | trinhxuankhai | 0 | 77 |
| trinhxuankhai/external_vehicle_environment | adapter | — | — | — | — | trinhxuankhai | 0 | 66 |
| zooknowsys/wtoc_LoRA | adapter | — | — | — | — | zooknowsys | 0 | 45 |
| zooknowsys/humanizeLoRA_0123 | adapter | — | — | — | — | zooknowsys | 0 | 44 |
| trinhxuankhai/origin_o_vehicle_location | adapter | — | — | — | — | trinhxuankhai | 0 | 42 |
| zooknowsys/humanizeLoRA_0127 | adapter | — | — | — | — | zooknowsys | 0 | 35 |
| zooknowsys/wtocLoRA_0126 | adapter | — | — | — | — | zooknowsys | 0 | 30 |
| trinhxuankhai/origin_v_pedes_environment | adapter | — | — | — | — | trinhxuankhai | 0 | 30 |
| trinhxuankhai/origin_v_pedes_attention | adapter | — | — | — | — | trinhxuankhai | 0 | 30 |
| trinhxuankhai/origin_o_vehicle_appearance | adapter | — | — | — | — | trinhxuankhai | 0 | 29 |
| trinhxuankhai/origin_o_vehicle_environment | adapter | — | — | — | — | trinhxuankhai | 0 | 29 |
| trinhxuankhai/origin_o_vehicle_action | adapter | — | — | — | — | trinhxuankhai | 0 | 29 |
| trinhxuankhai/origin_o_pedes_rewrite | adapter | — | — | — | — | trinhxuankhai | 0 | 28 |
| trinhxuankhai/origin_v_pedes_appearance | adapter | — | — | — | — | trinhxuankhai | 0 | 27 |
| trinhxuankhai/origin_v_vehicle_appearance | adapter | — | — | — | — | trinhxuankhai | 0 | 27 |
| trinhxuankhai/origin_v_vehicle_environment | adapter | — | — | — | — | trinhxuankhai | 0 | 27 |
| trinhxuankhai/origin_v_vehicle_action | adapter | — | — | — | — | trinhxuankhai | 0 | 27 |
| trinhxuankhai/external_pedes_location | adapter | — | — | — | — | trinhxuankhai | 0 | 26 |
| trinhxuankhai/origin_o_pedes_environment | adapter | — | — | — | — | trinhxuankhai | 0 | 26 |
| trinhxuankhai/origin_o_pedes_location | adapter | — | — | — | — | trinhxuankhai | 0 | 26 |
| AmaadMartin/k_1_context_model | adapter | — | — | — | — | AmaadMartin | 0 | 26 |
| trinhxuankhai/external_pedes_environment | adapter | — | — | — | — | trinhxuankhai | 0 | 25 |
| trinhxuankhai/external_vehicle_appearance | adapter | — | — | — | — | trinhxuankhai | 0 | 25 |
| trinhxuankhai/origin_o_pedes_attention | adapter | — | — | — | — | trinhxuankhai | 0 | 25 |
| sujr/seeclick_mc16_ref | adapter | — | — | — | — | sujr | 0 | 25 |
| trinhxuankhai/external_vehicle_location | adapter | — | — | — | — | trinhxuankhai | 0 | 23 |
| trinhxuankhai/external_vehicle_action | adapter | — | — | — | — | trinhxuankhai | 0 | 23 |
| trinhxuankhai/external_pedes_rewrite | adapter | — | — | — | — | trinhxuankhai | 0 | 23 |
| trinhxuankhai/origin_o_vehicle_rewrite | adapter | — | — | — | — | trinhxuankhai | 0 | 23 |
| sujr/scaling_exp_refSoM | adapter | — | — | — | — | sujr | 0 | 23 |
| Date | Commit | SHA |
|---|---|---|
| 2024-01-25 | Update README.md | f57cfbd |
| 2023-12-26 | Support chat-stream | 6665c78 |
| 2023-12-26 | Support chat_stream | 989c61a |
| 2023-12-26 | support chat_stream | ae4b906 |
| 2023-12-05 | Update tokenization_qwen.py | 37124e2 |
| 2023-10-31 | Update visual.py | 88d6dd3 |
| 2023-10-23 | Update modeling_qwen.py | 0b3eb69 |
| 2023-10-23 | Update modeling_qwen.py | 5bdb809 |
| 2023-10-12 | Update modeling_qwen.py | bbe5a80 |
| 2023-10-11 | Update modeling_qwen.py | e718765 |
| 2023-09-25 | Upload pytorch_model-00010-of-00010.bin with huggingface_hub | 2562bb2 |
| 2023-09-25 | Upload pytorch_model-00009-of-00010.bin with huggingface_hub | 4dc08b7 |
| 2023-09-25 | Upload pytorch_model-00008-of-00010.bin with huggingface_hub | 8c39601 |
| 2023-09-25 | Upload pytorch_model-00007-of-00010.bin with huggingface_hub | de6203b |
| 2023-09-25 | Upload pytorch_model-00006-of-00010.bin with huggingface_hub | 7cf6683 |
| 2023-09-25 | Upload pytorch_model-00005-of-00010.bin with huggingface_hub | 3a68639 |
| 2023-09-25 | Upload pytorch_model-00004-of-00010.bin with huggingface_hub | 678f336 |
| 2023-09-25 | Upload pytorch_model-00003-of-00010.bin with huggingface_hub | 09d6bcf |
| 2023-09-25 | Upload pytorch_model-00002-of-00010.bin with huggingface_hub | 4ba7f26 |
| 2023-09-25 | Upload pytorch_model-00001-of-00010.bin with huggingface_hub | 6657a5f |
| 2023-09-05 | Update README.md | 0eecbfa |
| 2023-09-01 | Update tokenization_qwen.py | 96a960a |
| 2023-08-31 | Upload README.md | 313f3a0 |
| 2023-08-31 | Update tokenization_qwen.py | 7595aae |
| 2023-08-31 | Update modeling_qwen.py | 0288b7e |
| 2023-08-29 | Update modeling_qwen.py | a3d284e |
| 2023-08-28 | Update tokenization_qwen.py | 1fb8c15 |
| 2023-08-28 | Update tokenization_qwen.py | 2d34a29 |
| 2023-08-28 | Update tokenization_qwen.py | ef917c8 |
| 2023-08-25 | lower top p | 548275c |
Ranked by source signals (HN, Lobsters, authority domains, official posts) and recency. Summaries are generated from a stored copy of the article text; every sentence cites a span of that text, and nothing is shown that failed the citation check.
arXiv links found in the model card and its tags. "Peer-reviewed" is shown only with evidence: a published venue in OpenAlex (measured) or the authors' own journal reference on arXiv (reported).
Hub snapshot: 2026-10-25 · HF API: 2026-10-24 21:38 UTC · Providers: 2026-10-24 21:44 UTC · Articles: 2026-10-24 21:46 UTC · Summary: 2026-10-07 15:09 UTC · Last verified 2026-10-25
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