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unsloth/Qwen3.8-Flash-Next-GGUF

Unslothhuggingface.co/unsloth/Qwen3.8-Flash-Next-GGUF

Open in Graph
data quality50

Updated 7 h ago · first seen 11 Sept 2026

model_01M2950GVDQPYMWQY93AHPPRF3

Overview

Identity

Identity block not returned by the API for this entity.

Openness

Openness not classified yet — no sourced evidence to place this model in the ontology.

Key facts

Release date

Source:Hugging Face Hub (public pages, model cards, papers)T2observed 10 h agomedium

Architecture

Parameters

Source:Hugging Face Hub (public pages, model cards, papers)T2observed 11 h agomedium

Pipeline tag

Source:Hugging Face Hub (public pages, model cards, papers)T2observed 11 h agomedium

Hugging Face repo

Source:Hugging Face Hub (public pages, model cards, papers)T2observed 11 h agomedium

Hardware fit37

Estimated

15 of 37 device × quantization combinations fit.

Run locally: your machine →
Estimated hardware fit
HardwareQuantizationDevice memoryEst. memoryFits
Apple M3 Ultra4bit—102.2 GB est.Yes
Mac Studio (Apple M5 Ultra)4bit—102.2 GB est.Yes
Apple M2 Ultra4bit—102.2 GB est.Yes
Apple M1 Ultra4bit—102.2 GB est.Yes
Apple M3 Max4bit—102.2 GB est.Yes
Apple M4 Max4bit—102.2 GB est.Yes
Mac Studio (Apple M5 Max)4bit—102.2 GB est.Yes
MacBook Pro (Apple M5 Max)4bit—102.2 GB est.Yes
NVIDIA DGX Spark4bit128 GB102.2 GB est.Yes
NVIDIA H2004bit141 GB102.2 GB est.Yes
NVIDIA H200 NVL4bit141 GB102.2 GB est.Yes
NVIDIA B2004bit180 GB102.2 GB est.Yes
AMD Instinct MI300X4bit192 GB102.2 GB est.Yes
AMD Instinct MI325X4bit256 GB102.2 GB est.Yes
NVIDIA DGX B2004bit1,440 GB102.2 GB est.Yes
Apple M2 Max4bit—102.2 GB est.No
Apple M1 Max4bit—102.2 GB est.No
Apple M4 Pro4bit—102.2 GB est.No
Mac mini (Apple M5 Pro)4bit—102.2 GB est.No
MacBook Pro (Apple M5 Pro)4bit—102.2 GB est.No
Apple M3 Pro4bit—102.2 GB est.No
Apple M1 Pro4bit—102.2 GB est.No
Apple M2 Pro4bit—102.2 GB est.No
Apple M44bit—102.2 GB est.No
iMac (Apple M4)4bit—102.2 GB est.No
Mac mini (Apple M6)4bit—102.2 GB est.No
MacBook Air (Apple M5)4bit—102.2 GB est.No
MacBook Pro (Apple M5)4bit—102.2 GB est.No
Apple M24bit—102.2 GB est.No
Apple M34bit—102.2 GB est.No
Apple M14bit—102.2 GB est.No
NVIDIA GeForce RTX 30904bit24 GB102.2 GB est.No
NVIDIA GeForce RTX 40904bit24 GB102.2 GB est.No
NVIDIA GeForce RTX 50904bit32 GB102.2 GB est.No
NVIDIA A100 80GB4bit80 GB102.2 GB est.No
NVIDIA H100 SXM4bit80 GB102.2 GB est.No
NVIDIA H100 NVL4bit94 GB102.2 GB est.No
Assumptions (6)
  • Estimated, not measured: weights = parameters × bytes/param × 1.15 runtime overhead.
  • bytes/param: 4bit = 0.5, 8bit = 1.0, fp16 = 2.0 (uniform quantization, no per-layer exceptions).
  • KV cache approximated at 0.5 GB per 8 192 tokens of context, independent of architecture (GQA/MLA models need less).
  • A model 'fits' when the estimate is at most the device memory minus 2 GB reserved for the OS and framework.
  • Mixture-of-experts models are estimated on total parameters (all experts must be resident); active parameters are ignored.
  • Device memory uses the largest configuration when several are listed (e.g. Apple silicon tiers).

Lineage

Open in Graph →
Explicit derived_from / fine_tuned_from / distilled_from relations stated by sources; artifacts collapsed by kind.
ANCESTORS 1Qwen3.8 FlashQwenQwen3.8 Flash — Qwenunsloth/Qwen3.8-Flash-Next-GG…176.9B params · this modelunsloth/Qwen3.8-Flash-Next-GGUF — 176.9B params · this model

Timeline1

Full timeline →

Change history18

Temporal, append-only claims: a new observation closes the previous claim instead of overwriting it. Rewind the record with the as-of picker.

Viewing AI Atlas as of 12 Sept 2026 — attributes exactly as the atlas knew them on that day; later corrections are not shown.

Back to today →

Attributes as of 12 Sept 2026 19 claims in force

Release date
26 Aug 2026
Openness
open-weights
License
Other
Parameters
176.9B
Base model
Qwen/Qwen3.8-Flash-Next
Quantization format
gguf
Hugging Face repo
unsloth/Qwen3.8-Flash-Next-GGUF
Pipeline tag
image-text-to-text
Downloads
1,106,182
Likes
893
Gated
No
Is quantized
Yes
Last modified
2026-09-02T14:02:41+00:00
License name
qwen-community-1.0
License url
LICENSE
Downloads all time
1,106,182
Tags
gguf, unsloth, image-text-to-text
Weights available
Yes
18 claims · 18 properties

Release daterelease_date1

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ValueValid from → toStatusSourceConfidenceExtractor
26 Aug 2026 → currentcurrentHugging Face Hub (public pages, model cards, papers)T2mediumdeterministic

Opennessopenness1

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open-weights → currentcurrentHugging Face Hub (public pages, model cards, papers)T2mediumdeterministic

Licenselicense1

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ValueValid from → toStatusSourceConfidenceExtractor
other → currentcurrentHugging Face Hub (public pages, model cards, papers)T2mediumdeterministic

Parametersparameter_count1

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ValueValid from → toStatusSourceConfidenceExtractor
176.9B → currentcurrentHugging Face Hub (public pages, model cards, papers)T2mediumdeterministic

Base modelbase_model1

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ValueValid from → toStatusSourceConfidenceExtractor
Qwen/Qwen3.8-Flash-Next → currentcurrentHugging Face Hub (public pages, model cards, papers)T2mediumdeterministic

Quantization formatquant_format1

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ValueValid from → toStatusSourceConfidenceExtractor
gguf → currentcurrentHugging Face Hub (public pages, model cards, papers)T2mediumdeterministic

Hugging Face repohf_repo1

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unsloth/Qwen3.8-Flash-Next-GGUF → currentcurrentHugging Face Hub (public pages, model cards, papers)T2mediumdeterministic

Pipeline tagpipeline_tag1

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ValueValid from → toStatusSourceConfidenceExtractor
image-text-to-text → currentcurrentHugging Face Hub (public pages, model cards, papers)T2mediumdeterministic

Model cardmodel_card_url1

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https://huggingface.co/unsloth/Qwen3.8-Flash-Next-GGUF → currentcurrentHugging Face Hub (public pages, model cards, papers)T2mediumdeterministic

Downloadsmetric.downloads1

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1,106,182 → currentcurrentHugging Face Hub (public pages, model cards, papers)T2mediumdeterministic

Likesmetric.likes1

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ValueValid from → toStatusSourceConfidenceExtractor
891 → currentcurrentHugging Face Hub (public pages, model cards, papers)T2mediumdeterministic

Gatedgated1

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ValueValid from → toStatusSourceConfidenceExtractor
No → currentcurrentHugging Face Hub (public pages, model cards, papers)T2mediumdeterministic

Is quantizedis_quantized1

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Yes → currentcurrentHugging Face Hub (public pages, model cards, papers)T2mediumdeterministic

Last modifiedlast_modified1

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2026-09-02T14:02:41+00:00 → currentcurrentHugging Face Hub (public pages, model cards, papers)T2mediumdeterministic

License namelicense_name1

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qwen-community-1.0 → currentcurrentHugging Face Hub (public pages, model cards, papers)T2mediumdeterministic

License urllicense_url1

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LICENSE → currentcurrentHugging Face Hub (public pages, model cards, papers)T2mediumdeterministic

Downloads all timemetric.downloads_all_time1

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1,106,182 → currentcurrentHugging Face Hub (public pages, model cards, papers)T2mediumdeterministic

Tagstags1

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ValueValid from → toStatusSourceConfidenceExtractor
gguf, unsloth, image-text-to-text → currentcurrentHugging Face Hub (public pages, model cards, papers)T2mediumdeterministic

Claims are temporal and append-only: a new observation closes the previous claim (valid_to) instead of overwriting it. Conflicting claims from different sources are kept side by side and flagged — never averaged. Methodology →

Provenance

Attributed facts

18

Source tiers

T218

Freshest observation

7 h ago

Conflicts

None

Source documents 3

Source documents
SourceDocumentTypeTierLast observedSnapshots
Hugging Face Hub (public pages, model cards, papers)huggingface.co/models?author=unsloth&p=0&sort=downloads listingT2· Quality secondary7 h ago4
Hugging Face Hub (public pages, model cards, papers)huggingface.co/unsloth/Qwen3.8-Flash-Next-GGUF model_pageT2· Quality secondary9 h ago2
Hugging Face Hub (public pages, model cards, papers)huggingface.co/unsloth/Qwen3.8-Flash-Next-GGUF/raw/main/README.md model_cardT2· Quality secondary10 h ago1

Tier 1 = official/primary, 2 = quality secondary, 3 = community, 4 = unverified. Every snapshot is archived; see all sources and the methodology.

Data quality (50/100) measures how well AI Atlas knows this entity — completeness, primary-source ratio, freshness, conflicts — never how good the model is. Methodology →