Open models
Every canonical model whose weights can be downloaded, described by measurable properties — licence permissions, parameters, context, release, benchmark ranks, providers, estimated local fit. Openness is a set of observed dimensions here, never a score.
889 downloadable models
Openness explorer
Categories and licence permissions
Left: the downloadable universe by openness category. Right: what the licences on this page allow, counted per category — allowed · restricted · unknown.
- Open source1 0%
- Open weights889 87%
- Restricted weights129 13%
Top licences: Apache License 2.0 (311) · MIT License (125) · Other (unclassified licence) (83) · Creative Commons Attribution-NonCommercial 4.0 (24) · Apple Sample Code / ML Research License (15) · Llama 3.2 Community License (12)
| Category · this page | Commercial use | Redistribution | Derivatives | Hosting |
|---|---|---|---|---|
| Open source n=0 | — | — | — | — |
| Open weights n=50 | 29021 | 29021 | 29021 | 29021 |
| restricted-weights n=0 | — | — | — | — |
Counts read: allowed · restricted · unknown / unclassified — over the 50 models on this page, from each licence's stated terms (ontology).
Downloadable models
889 models · sorted by best benchmark rank
Permissions, in order:commercial use· redistribution· derivatives· hosting allowed restricted unknown
| Model | Licence · permissions | Params | Context | Release | Best results | Providers | Fit 64 GB @4bit · 128 GB @8bit Estimated | |
|---|---|---|---|---|---|---|---|---|
| Kimi-K2-BaseOpen weightsMoonshot AI · text | Other | 1.03T | — | 3 Jul 2025 | — | 0 | ✗ too large590.7 GB4bit✗ too large1180.9 GB8bit | |
| Kimi-Linear-48B-A3B-BaseOpen weightsMoonshot AI · text | MIT | 49.1B3B active | — | 30 Oct 2025 | — | 0 | ✓ fits28.7 GB4bit✓ fits57.0 GB8bit | |
| Kimi-VL-A3B-InstructOpen weightsMoonshot AI · image, text | MIT | 16.4B3B active | — | 9 Apr 2025 | — | 0 | ✓ fits9.9 GB4bit✓ fits19.4 GB8bit | |
| Kimi-VL-A3B-ThinkingOpen weightsMoonshot AI · image, text | MIT | 16.4B3B active | — | 9 Apr 2025 | — | 0 | ✓ fits9.9 GB4bit✓ fits19.4 GB8bit | |
| Kimi-VL-A3B-Thinking-2506Open weightsMoonshot AI · image, text | MIT | 16.4B3B active | — | 21 Jun 2025 | — | 0 | ✓ fits9.9 GB4bit✓ fits19.4 GB8bit | |
| KwaiCoder-23B-A4B-v1Open weightsKwaipilot · text | MIT | 23.3B4B active | — | 22 Jan 2025 | — | 0 | ✓ fits13.9 GB4bit✓ fits27.2 GB8bit | |
| KwaiCoder-AutoThink-previewOpen weightsKwaipilot | Other | 40.6B | — | 2 Jun 2025 | — | 0 | ✓ fits23.8 GB4bit✓ fits47.1 GB8bit | |
| KwaiCoder-DS-V2-Lite-BaseOpen weightsKwaipilot · text | MIT | 15.7B | — | 2 Dec 2024 | — | 0 | ✓ fits9.5 GB4bit✓ fits18.6 GB8bit | |
| LFM2.5-1.2B-BaseOpen weightsLiquid AI | —unclassified | — | — | — | — | 0 | —— | |
| LFM2.5-2.6B-BaseOpen weightsLiquid AI | —unclassified | — | — | — | — | 0 | —— | |
| LFM2.5-2.6B-DSparkOpen weightsLiquid AI | —unclassified | — | — | — | — | 0 | —— | |
| LFM2.5-230M-BaseOpen weightsLiquid AI | —unclassified | — | — | — | — | 0 | —— | |
| LFM2.5-350M-BaseOpen weightsLiquid AI | —unclassified | — | — | — | — | 0 | —— | |
| LFM2.5-8B-A1B-BaseOpen weightsLiquid AI | —unclassified | — | — | — | — | 0 | —— | |
| LFM2.5-8B-A1B-DSparkOpen weightsLiquid AI | —unclassified | — | — | — | — | 0 | —— | |
| LFM2.5-Audio-1.5BOpen weightsLiquid AI | —unclassified | — | — | — | — | 0 | —— | |
| LLaDA2.0-UniOpen weightsinclusionAI | Apache-2.0 | 16.3B | — | 22 Apr 2026 | — | 0 | ✓ fits9.9 GB4bit✓ fits19.3 GB8bit | |
| LLaDA2.0-miniOpen weightsinclusionAI · text | Apache-2.0 | 16.3B | — | 25 Nov 2025 | — | 0 | ✓ fits9.8 GB4bit✓ fits19.2 GB8bit | |
| LLaDA2.1-miniOpen weightsinclusionAI · text | Apache-2.0 | 16.3B | — | 9 Feb 2026 | — | 0 | ✓ fits9.8 GB4bit✓ fits19.2 GB8bit | |
| Laguna S 2.1Open weightsPoolside · text | —unclassified | — | 1.05M | 21 Jul 2026 | — | 1from $0.18 out | —— | |
| Laguna XS 2.1Open weightsPoolside · text | —unclassified | — | 262.1K | 2 Jul 2026 | — | 1from $0.12 out | —— | |
| Leanstral 1.5Open weightsMistral AI | Apache-2.0 | — | 256K | — | — | 1 | —— | |
| Ling-3.0-flash-dsparkOpen weightsinclusionAI · text | Other | 1.36B | — | 9 Aug 2026 | — | 0 | ✓ fits1.3 GB4bit✓ fits2.1 GB8bit | |
| Ling-lite-1.5Open weightsinclusionAI · text | MIT | 16.8B | — | 11 May 2025 | — | 0 | ✓ fits10.2 GB4bit✓ fits19.8 GB8bit | |
| Llama 3 8B LunarisOpen weightsSao10K · text | —unclassified | — | 8.19K | 13 Aug 2024 | — | 1from $0.05 out | —— | |
| Llama 3.1 Euryale 70B v2.2Open weightsSao10K · text | —unclassified | — | 131.1K | 28 Aug 2024 | — | 1from $0.85 out | —— | |
| Llama 3.3 Euryale 70BOpen weightsSao10K · text | —unclassified | — | 131.1K | 18 Dec 2024 | — | 1from $0.75 out | —— | |
| Llama Guard 4 12BOpen weightsMeta AI · image, text | —unclassified | — | 163.8K | 30 Apr 2025 | — | 1from $0.18 out | —— | |
| Llama-4-Scout-17B-16EOpen weightsMeta AI | —unclassified | — | — | — | — | 0 | —— | |
| M1-3BOpen weightsTogether AI · text | MIT | 3.45B | — | 2 May 2025 | — | 0 | ✓ fits2.5 GB4bit✓ fits4.5 GB8bit | |
| Mamba2-primed-HQwen3-8B-InstructOpen weightsAmazon Web Services · text | Apache-2.0 | 8.5B | — | 31 Mar 2026 | — | 0 | ✓ fits5.4 GB4bit✓ fits10.3 GB8bit | |
| Meta-Llama-3.1-70BOpen weightsMeta AI | —unclassified | — | — | — | — | 0 | —— | |
| Meta-Llama-3.1-8BOpen weightsMeta AI | —unclassified | — | — | — | — | 0 | —— | |
| Meta-Llama-3.2-3BOpen weightsMeta AI | —unclassified | — | — | — | — | 0 | —— | |
| MiMo-7B-BaseOpen weightsXiaomi · text | MIT | 7.83B | — | 29 Apr 2025 | — | 0 | ✓ fits5.0 GB4bit✓ fits9.5 GB8bit | |
| MiMo-7B-RLOpen weightsXiaomi · text | MIT | 7.83B | — | 29 Apr 2025 | — | 0 | ✓ fits5.0 GB4bit✓ fits9.5 GB8bit | |
| MiMo-7B-RL-ZeroOpen weightsXiaomi · text | MIT | 7.83B | — | 29 Apr 2025 | — | 0 | ✓ fits5.0 GB4bit✓ fits9.5 GB8bit | |
| MiMo-7B-SFTOpen weightsXiaomi · text | MIT | 7.83B | — | 29 Apr 2025 | — | 0 | ✓ fits5.0 GB4bit✓ fits9.5 GB8bit | |
| MiMo-Audio-7B-BaseOpen weightsXiaomi | MIT | 8.02B | — | 18 Sept 2025 | — | 0 | ✓ fits5.1 GB4bit✓ fits9.7 GB8bit | |
| MiMo-Audio-7B-InstructOpen weightsXiaomi | MIT | 8.02B | — | 18 Sept 2025 | — | 0 | ✓ fits5.1 GB4bit✓ fits9.7 GB8bit | |
| MiMo-Audio-TokenizerOpen weightsXiaomi | MIT | 1.3B | — | 18 Sept 2025 | — | 0 | ✓ fits1.3 GB4bit✓ fits2.0 GB8bit | |
| MiMo-Embodied-7BOpen weightsXiaomi · image, text | MIT | 8.31B | — | 19 Nov 2025 | — | 0 | ✓ fits5.3 GB4bit✓ fits10.1 GB8bit | |
| MiMo-V2-Flash-BaseOpen weightsXiaomi · text | MIT | 309.8B | — | 16 Dec 2025 | — | 0 | ✗ too large178.6 GB4bit✗ too large356.8 GB8bit | |
| MiMo-V2.5-ASROpen weightsXiaomi · audio, text | MIT | 7.62B | — | 23 Apr 2026 | — | 0 | ✓ fits4.9 GB4bit✓ fits9.3 GB8bit | |
| MiMo-V2.5-BaseOpen weightsXiaomi · text | MIT | 310.8B | — | 27 Apr 2026 | — | 0 | ✗ too large179.2 GB4bit✗ too large357.9 GB8bit | |
| MiMo-V2.5-Pro-BaseOpen weightsXiaomi · text | MIT | 1.02T | — | 27 Apr 2026 | — | 0 | ✗ too large588.9 GB4bit✗ too large1177.2 GB8bit | |
| MiMo-VL-7B-RLOpen weightsXiaomi · image, text | MIT | 8.31B | — | 30 May 2025 | — | 0 | ✓ fits5.3 GB4bit✓ fits10.1 GB8bit | |
| MiMo-VL-7B-RL-2508Open weightsXiaomi · image, text | MIT | 8.31B | — | 7 Aug 2025 | — | 0 | ✓ fits5.3 GB4bit✓ fits10.1 GB8bit | |
| MiMo-VL-7B-SFTOpen weightsXiaomi · image, text | MIT | 8.31B | — | 30 May 2025 | — | 0 | ✓ fits5.3 GB4bit✓ fits10.1 GB8bit | |
| MiMo-VL-7B-SFT-2508Open weightsXiaomi · image, text | MIT | 8.31B | — | 7 Aug 2025 | — | 0 | ✓ fits5.3 GB4bit✓ fits10.1 GB8bit |
Best results = rank inside each benchmark's primary comparability group; several dimensions are shown side by side and never combined. Fit columns are estimates (64 GB device at 4-bit, 128 GB at 8-bit, 8K context) — method on /methodology. unclassified = the raw licence label is not yet mapped in the ontology.
MethodUniverse = canonical models whose weights can be downloaded (open-weights, open-source, restricted-weights). hardware_fit values are ESTIMATES (see /methodology); best_results are ranks inside each benchmark's primary comparability group — no composite score. /methodology