{"apiVersion":"v1","taxonomyVersion":1,"generatedAt":"2026-10-29T18:12:08.124Z","data":{"recordId":"wsa_3wx28n2bwvtc","score":0.988,"confidence":"high","capped":false,"capReason":null,"sources":[{"n":1,"url":"https://huggingface.co/Qwen/Qwen3.8-Flash-Next","publisher":"Hugging Face","authority":"owner-controlled","verification":"verified","lastRetrievedAt":"2026-10-27T01:17:35.750Z","detectedPublishedAt":"2026-08-24T08:24:59.000Z","rights":"original"},{"n":2,"url":"https://huggingface.co/nvidia/Qwen3.8-Flash-Next-NVFP4","publisher":"NVIDIA","authority":"owner-controlled","verification":"verified","lastRetrievedAt":"2026-10-27T01:17:35.750Z","detectedPublishedAt":"2026-09-02T04:03:35.000Z","rights":"original"},{"n":3,"url":"https://huggingface.co/nvidia/Qwen3.8-Flash-Next-FP4-Local","publisher":"NVIDIA","authority":"owner-controlled","verification":"verified","lastRetrievedAt":"2026-10-27T01:17:35.750Z","detectedPublishedAt":"2026-10-08T16:20:17.000Z","rights":"original"}],"claims":[{"id":"1b1073d5-446f-4aa1-b49e-b7364477c18f","kind":"availability","statement":"The repository contains model weights and configuration files for the post-trained model.","citations":[{"source":1,"supportProbability":0.72,"supports":true,"quote":{"text":"> This repository contains model weights and configuration files for the post-trained model in the Hugging Face Transformers format.","rights":"original"}}]},{"id":"8de52b53-9332-4011-8d9b-749c3e9c4d56","kind":"deployment","statement":"The model artifacts are compatible with Hugging Face Transformers, vLLM, SGLang, and TokenSpeed.","citations":[{"source":1,"supportProbability":0.81,"supports":true,"quote":{"text":"> These artifacts are compatible with Hugging Face Transformers, vLLM, SGLang, TokenSpeed, etc.","rights":"original"}}]},{"id":"21c65a2e-6c07-45e1-8c69-aa33fbbc463d","kind":"availability","statement":"The NVFP4 1.0 checkpoint was released on Hugging Face on 08/31/2026.","citations":[{"source":2,"supportProbability":0.91,"supports":true,"quote":{"text":"The model version is NVFP4 1.0 and was produced with nvidia-modelopt **v0.46.0**.","rights":"original"}}]},{"id":"d2c7d9b7-8155-4936-a778-b30c9ef5adc8","kind":"deployment","statement":"The model supports vLLM and is listed as compatible with NVIDIA Blackwell B200 and B300.","citations":[{"source":2,"supportProbability":0.96,"supports":true,"quote":null}]},{"id":"f93d2972-5eca-41b8-9486-53739efead9f","kind":"recommendation-relevant","statement":"The NVFP4 checkpoint is approximately 2.7 times smaller than the BF16 source checkpoint.","citations":[{"source":2,"supportProbability":0.98,"supports":true,"quote":{"text":"The resulting checkpoint is approximately 2.7x smaller than the BF16 source checkpoint (about a 63% reduction in disk size).","rights":"original"}}]},{"id":"2e90ea5e-0489-43cb-837c-14400b612c3e","kind":"recommendation-relevant","statement":"The model is ready for commercial or non-commercial use under the stated NVIDIA Open Model License and Qwen Community License 1.0.","citations":[{"source":2,"supportProbability":0.73,"supports":true,"quote":null}]},{"id":"b3a469bf-70c4-469a-ad53-3161aadf6edc","kind":"availability","statement":"The model checkpoint is available on Hugging Face.","citations":[{"source":3,"supportProbability":0.86,"supports":true,"quote":{"text":"The Nemotron-Pre-Training-Datasets collection on Hugging Face provides large-scale data corpora used to train the NVIDIA Nemotron model family <br>","rights":"original"}}]},{"id":"7178de14-3925-47ad-bd69-5917f4464b43","kind":"capability","statement":"The model accepts text, image, and video input and produces text output.","citations":[{"source":3,"supportProbability":0.94,"supports":true,"quote":{"text":"**Input Type(s):** Text, Image, Video <br>","rights":"original"}}]},{"id":"5b6a622c-e3dc-4b30-ba8e-dacee1baa5d4","kind":"deployment","statement":"The approximately 96 GiB checkpoint is best suited for local AI hardware.","citations":[{"source":3,"supportProbability":0.97,"supports":true,"quote":{"text":"The checkpoint occupies approximately **96 GiB on disk** and is best suited for local AI hardware.","rights":"original"}}]},{"id":"4ecf51c6-6601-47e0-b224-dd333c3a3c02","kind":"deployment","statement":"The model has been validated with vLLM on NVIDIA DGX Spark and NVIDIA RTX PRO 6000 Blackwell.","citations":[{"source":3,"supportProbability":0.98,"supports":true,"quote":{"text":"**Test Hardware:** NVIDIA DGX Spark and NVIDIA RTX PRO 6000 Blackwell","rights":"original"}}]},{"id":"79eff4cb-05e3-4da8-9164-555eb54beb2e","kind":"availability","statement":"The checkpoint requires one of the provided containers because upstream vLLM support for its NVFP4 scale-factor format has not yet landed.","citations":[{"source":3,"supportProbability":0.98,"supports":true,"quote":{"text":"**IMPORTANT**: the NVFP4 scale factors in this checkpoint are in a new lossless compression format, but upstream vLLM support for this format has not yet landed.","rights":"original"}}]},{"id":"a71129a6-3772-49f8-99ab-47097c876607","kind":"pricing","statement":"The model is ready for commercial or non-commercial use.","citations":[{"source":3,"supportProbability":0.99,"supports":true,"quote":{"text":"This model is ready for commercial or non-commercial use.","rights":"original"}}]}]},"nextCursor":null,"license":{"catalog":{"name":"CC BY 4.0","spdx":"CC-BY-4.0","url":"https://creativecommons.org/licenses/by/4.0/","attribution":"wowsuchai","attributionUrl":"https://wowsuchai.withglint.app","covers":["catalog metadata","classifications","generated summaries","feed event metadata"]},"excluded":{"covers":["source quotations","linked source content"],"terms":"Not licensed by wowsuchai. Source quotations and linked source content keep their original rights."}}}