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.
79 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 weights870 92%
- Restricted weights79 8%
Top licences: Apache License 2.0 (275) · Other (unclassified licence) (115) · MIT License (92) · Creative Commons Attribution-NonCommercial 4.0 (22) · 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=0 | — | — | — | — |
| restricted-weights n=29 | 8210 | 2900 | 2900 | 3260 |
Counts read: allowed · restricted · unknown / unclassified — over the 29 models on this page, from each licence's stated terms (ontology).
Downloadable models
79 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 | |
|---|---|---|---|---|---|---|---|---|
| SFR-Embedding-Mistralrestricted-weightsSalesforce | CC-BY-NC-4.0 | 7.11B | — | 24 Jan 2024 | — | 0 | ✓ fits4.6 GB4bit✓ fits8.7 GB8bit | |
| Salesforce/Llama-xLAM-2-8b-fc-rrestricted-weightsSalesforce | CC-BY-NC-4.0 | 8.03B | — | 27 Mar 2025 | — | 0 | ✓ fits5.1 GB4bit✓ fits9.7 GB8bit | |
| Sharprestricted-weightsApple | Apple-AMLR | — | — | 12 Dec 2025 | — | 0 | —— | |
| aimv2-large-patch14-224-litrestricted-weightsApple | Apple-AMLR | 436.7M | — | 20 Nov 2024 | — | 0 | ✓ fits0.8 GB4bit✓ fits1.0 GB8bit | |
| aya-23-8Brestricted-weightsCohere | CC-BY-NC-4.0 | 8.03B | — | 19 May 2024 | — | 0 | ✓ fits5.1 GB4bit✓ fits9.7 GB8bit | |
| aya-expanse-32brestricted-weightsCohere | CC-BY-NC-4.0 | 32.3B | — | 23 Oct 2024 | — | 0 | ✓ fits19.1 GB4bit✓ fits37.6 GB8bit | |
| aya-expanse-8brestricted-weightsCohere | CC-BY-NC-4.0 | 8.03B | — | 23 Oct 2024 | — | 0 | ✓ fits5.1 GB4bit✓ fits9.7 GB8bit | |
| aya-vision-8brestricted-weightsCohere | CC-BY-NC-4.0 | 8.63B | — | 2 Mar 2025 | — | 0 | ✓ fits5.5 GB4bit✓ fits10.4 GB8bit | |
| c4ai-command-a-03-2025restricted-weightsCohere | CC-BY-NC-4.0 | 111.1B | — | 11 Mar 2025 | — | 0 | ✗ too large64.4 GB4bit✗ too large128.2 GB8bit | |
| c4ai-command-r-08-2024restricted-weightsCohere | CC-BY-NC-4.0 | 32.3B | — | 19 Aug 2024 | — | 0 | ✓ fits19.1 GB4bit✓ fits37.6 GB8bit | |
| c4ai-command-r-v01restricted-weightsCohere | CC-BY-NC-4.0 | 35B | — | 11 Mar 2024 | — | 0 | ✓ fits20.6 GB4bit✓ fits40.7 GB8bit | |
| c4ai-command-r7b-12-2024restricted-weightsCohere | CC-BY-NC-4.0 | 8.03B | — | 11 Dec 2024 | — | 0 | ✓ fits5.1 GB4bit✓ fits9.7 GB8bit | |
| command-a-vision-07-2025restricted-weightsCohere · image, text | CC-BY-NC-4.0 | 111.9B | 128K | 28 Jul 2025 | — | 0 | ✗ too large64.8 GB4bit✗ too large129.2 GB8bit | |
| embeddinggemma-300mrestricted-weightsGoogle | Gemma-Terms | 302.9M | — | 17 Jul 2025 | — | 0 | ✓ fits0.7 GB4bit✓ fits0.8 GB8bit | |
| fireworks-ai/llama-3-firefunction-v2restricted-weightsFireworks AI | Llama-3-Community | 70.5B | — | 5 Jun 2024 | — | 0 | ✓ fits41.1 GB4bit✓ fits81.6 GB8bit | |
| gemma-3-1b-itrestricted-weightsGoogle | Gemma-Terms | 999.9M | — | 10 Mar 2025 | — | 0 | ✓ fits1.1 GB4bit✓ fits1.6 GB8bit | |
| layoutlmv3-baserestricted-weightsMicrosoft | CC-BY-NC-SA-4.0 | 125.3M | — | 18 Apr 2022 | — | 0 | ✓ fits0.6 GB4bit✓ fits0.7 GB8bit | |
| moirai-1.0-R-largerestricted-weightsSalesforce | CC-BY-NC-4.0 | 311M | — | 11 Feb 2024 | — | 0 | ✓ fits0.7 GB4bit✓ fits0.9 GB8bit | |
| moirai-1.0-R-smallrestricted-weightsSalesforce | CC-BY-NC-4.0 | 13.8M | — | 11 Feb 2024 | — | 0 | ✓ fits0.5 GB4bit✓ fits0.5 GB8bit | |
| moirai-1.1-R-largerestricted-weightsSalesforce | CC-BY-NC-4.0 | 311M | — | 14 Jun 2024 | — | 0 | ✓ fits0.7 GB4bit✓ fits0.9 GB8bit | |
| moirai-1.1-R-smallrestricted-weightsSalesforce | CC-BY-NC-4.0 | 13.8M | — | 14 Jun 2024 | — | 0 | ✓ fits0.5 GB4bit✓ fits0.5 GB8bit | |
| moirai-2.0-R-smallrestricted-weightsSalesforce | CC-BY-NC-4.0 | 11.4M | — | 6 Aug 2025 | — | 0 | ✓ fits0.5 GB4bit✓ fits0.5 GB8bit | |
| moirai-moe-1.0-R-baserestricted-weightsSalesforce | CC-BY-NC-4.0 | 935.4M | — | 1 Nov 2024 | — | 0 | ✓ fits1.0 GB4bit✓ fits1.6 GB8bit | |
| sd-x2-latent-upscalerrestricted-weightsStability AI | OpenRAIL++-M | 372.6M | — | 3 Feb 2023 | — | 0 | ✓ fits0.7 GB4bit✓ fits0.9 GB8bit | |
| stable-diffusion-xl-base-1.0restricted-weightsStability AI | OpenRAIL++-M | 2.57B | — | 25 Jul 2023 | — | 0 | ✓ fits2.0 GB4bit✓ fits3.5 GB8bit | |
| stable-diffusion-xl-refiner-1.0restricted-weightsStability AI | OpenRAIL++-M | 2.26B | — | 26 Jul 2023 | — | 0 | ✓ fits1.8 GB4bit✓ fits3.1 GB8bit | |
| tiny-aya-baserestricted-weightsCohere | CC-BY-NC-4.0 | 3.35B | — | 13 Feb 2026 | — | 0 | ✓ fits2.4 GB4bit✓ fits4.3 GB8bit | |
| togethercomputer/LLaMA-2-7B-32Krestricted-weightsTogether AI | Llama-2-Community | 7B | — | 26 Jul 2023 | — | 0 | ✓ fits4.5 GB4bit✓ fits8.6 GB8bit | |
| togethercomputer/Llama-2-7B-32K-Instructrestricted-weightsTogether AI | Llama-2-Community | 7B | — | 8 Aug 2023 | — | 0 | ✓ fits4.5 GB4bit✓ fits8.6 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