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AI Atlas
Open model frontier

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.

950 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.

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 pageCommercial useRedistributionDerivativesHosting
Open source n=0
Open weights n=4324019240192401924019
restricted-weights n=7430700700070

Counts read: allowed · restricted · unknown / unclassified — over the 50 models on this page, from each licence's stated terms (ontology).

Downloadable models

950 models · sorted by best benchmark rank

Permissions, in order:commercial use· redistribution· derivatives· hosting allowed restricted unknown

ModelLicence · permissionsParamsContextReleaseBest resultsProvidersFit 64 GB @4bit · 128 GB @8bit Estimated
Mistral-7B-Instruct-v0.1Open weightsMistral AIApache-2.07.24B27 Sept 20230✓ fits4.7 GB4bit✓ fits8.8 GB8bit
Mistral-7B-Instruct-v0.2Open weightsMistral AIApache-2.07.24B11 Dec 20230✓ fits4.7 GB4bit✓ fits8.8 GB8bit
Mistral-7B-Instruct-v0.3Open weightsMistral AIApache-2.07.25B22 May 20240✓ fits4.7 GB4bit✓ fits8.8 GB8bit
Mistral-7B-v0.1Open weightsMistral AIApache-2.07.24B20 Sept 20230✓ fits4.7 GB4bit✓ fits8.8 GB8bit
Mistral-7B-v0.3Open weightsMistral AIApache-2.07.25B22 May 20240✓ fits4.7 GB4bit✓ fits8.8 GB8bit
Mistral-Medium-3.5-128BOpen weightsMistral AIOther127.7B31 Mar 20260✗ too large73.9 GB4bit✗ too large147.4 GB8bit
Mistral-Nemo-Base-2407Open weightsMistral AIApache-2.012.3B18 Jul 20240✓ fits7.5 GB4bit✓ fits14.6 GB8bit
Mistral-Small-24B-Base-2501Open weightsMistral AIunclassified0
Mistral-Small-3.1-24B-Base-2503Open weightsMistral AIunclassified0
Mixtral 8x22B InstructOpen weightsMistral AI · textunclassified65.5K17 Apr 20241from $6 out
Mixtral-8x7B-Instruct-v0.1Open weightsMistral AIApache-2.046.7B10 Dec 20230✓ fits27.4 GB4bit✓ fits54.2 GB8bit
Mixtral-8x7B-v0.1Open weightsMistral AIunclassified0
MobileCLIP-S1-OpenCLIPrestricted-weightsAppleApple-AMLR7 Jun 20240
MobileCLIP-S2-OpenCLIPrestricted-weightsAppleApple-AMLR7 Jun 20240
Molmo2-4BOpen weightsAllen Institute for AIApache-2.04.85B14 Dec 20250✓ fits3.3 GB4bit✓ fits6.1 GB8bit
MoonViT-SO-400MOpen weightsMoonshot AIMIT416.9M10 Apr 20250✓ fits0.7 GB4bit✓ fits1.0 GB8bit
Moonlight-16B-A3BOpen weightsMoonshot AIMIT16B3B active22 Feb 20250✓ fits9.7 GB4bit✓ fits18.9 GB8bit
Moonlight-16B-A3B-InstructOpen weightsMoonshot AIMIT16B3B active22 Feb 20250✓ fits9.7 GB4bit✓ fits18.9 GB8bit
MythoMax 13BOpen weightsgryphe · textunclassified8.19K2 Jul 20231from $0.06 out
Nemotron 3 Nano Omni (free)Open weightsNVIDIAunclassified1
Nemotron 3.5 Content SafetyOpen weightsNVIDIA · image, textunclassified131.1K4 Jun 20261from $0.20 out
Nex-N2.5-Mini (free)Open weightsNex AGIunclassified1
Nex-N2.5-Pro (free)Open weightsNex AGIunclassified1
North Small Translaterestricted-weightsCohere · textCC-BY-NC-4.0218B25B active16K10 Sept 20260✗ too large125.8 GB4bit✗ too large251.2 GB8bit
North-Micro-Vision-InstructOpen weightsCohereApache-2.02.48B10 Aug 20260✓ fits1.9 GB4bit✓ fits3.4 GB8bit
Nous-Hermes-2-Mixtral-8x7B-DPOOpen weightsNous ResearchApache-2.046.7B11 Jan 20240✓ fits27.4 GB4bit✓ fits54.2 GB8bit
Nous-Hermes-2-SOLAR-10.7BOpen weightsNous ResearchApache-2.010.7B1 Jan 20240✓ fits6.7 GB4bit✓ fits12.8 GB8bit
Nous-Hermes-2-Yi-34BOpen weightsNous ResearchApache-2.034.4B23 Dec 20230✓ fits20.3 GB4bit✓ fits40.0 GB8bit
Nous-Hermes-llama-2-7bOpen weightsNous ResearchMIT6.74B25 Jul 20230✓ fits4.4 GB4bit✓ fits8.3 GB8bit
NousResearch/Llama-2-7b-chat-hfOpen weightsNous Researchunclassified6.74B18 Jul 20230✓ fits4.4 GB4bit✓ fits8.3 GB8bit
NousResearch/Llama-2-7b-hfOpen weightsNous Researchunclassified6.74B18 Jul 20230✓ fits4.4 GB4bit✓ fits8.3 GB8bit
NousResearch/Llama-3.2-1Brestricted-weightsNous ResearchLlama-3.2-Community1.24B27 Sept 20240✓ fits1.2 GB4bit✓ fits1.9 GB8bit
NousResearch/Meta-Llama-3-70B-InstructOpen weightsNous ResearchOther70.5B19 Apr 20240✓ fits41.1 GB4bit✓ fits81.6 GB8bit
NousResearch/Meta-Llama-3-8BOpen weightsNous ResearchOther8.03B18 Apr 20240✓ fits5.1 GB4bit✓ fits9.7 GB8bit
NousResearch/Meta-Llama-3-8B-InstructOpen weightsNous ResearchOther8.03B18 Apr 20240✓ fits5.1 GB4bit✓ fits9.7 GB8bit
NousResearch/Meta-Llama-3.1-70B-Instructrestricted-weightsNous ResearchLlama-3.1-Community70.5B24 Jul 20240✓ fits41.1 GB4bit✓ fits81.6 GB8bit
NousResearch/Meta-Llama-3.1-8Brestricted-weightsNous ResearchLlama-3.1-Community8.03B24 Jul 20240✓ fits5.1 GB4bit✓ fits9.7 GB8bit
NousResearch/Meta-Llama-3.1-8B-Instructrestricted-weightsNous ResearchLlama-3.1-Community8.03B24 Jul 20240✓ fits5.1 GB4bit✓ fits9.7 GB8bit
OLMo-1B-hfOpen weightsAllen Institute for AIApache-2.01.18B12 Apr 20240✓ fits1.2 GB4bit✓ fits1.9 GB8bit
OLMo-2-0325-32B-DPOOpen weightsAllen Institute for AIunclassified0
OLMo-2-0325-32B-InstructOpen weightsAllen Institute for AIApache-2.032.2B12 Mar 20250✓ fits19.0 GB4bit✓ fits37.6 GB8bit
OLMo-2-0425-1BOpen weightsAllen Institute for AIApache-2.01.48B17 Apr 20250✓ fits1.4 GB4bit✓ fits2.2 GB8bit
OLMo-2-0425-1B-InstructOpen weightsAllen Institute for AIApache-2.01.48B29 Apr 20250✓ fits1.4 GB4bit✓ fits2.2 GB8bit
OLMo-2-0425-1B-RLVR1Open weightsAllen Institute for AIunclassified0
OLMo-2-1124-7BOpen weightsAllen Institute for AIApache-2.07.3B29 Oct 20240✓ fits4.7 GB4bit✓ fits8.9 GB8bit
OLMo-2-1124-7B-DPOOpen weightsAllen Institute for AIunclassified0
OLMo-2-1124-7B-InstructOpen weightsAllen Institute for AIApache-2.07.3B18 Dec 20240✓ fits4.7 GB4bit✓ fits8.9 GB8bit
OLMoE-1B-7B-0125-DPOOpen weightsAllen Institute for AIunclassified0
OLMoE-1B-7B-0125-InstructOpen weightsAllen Institute for AIApache-2.06.92B27 Jan 20250✓ fits4.5 GB4bit✓ fits8.5 GB8bit
OLMoE-1B-7B-0924Open weightsAllen Institute for AIApache-2.06.92B20 Jul 20240✓ fits4.5 GB4bit✓ fits8.5 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