alt.freeweights.* · 29 sections · 8900 models listed (2868 shown under their base as variants) · collection

Runs on a laptop

Models with a 4-bit or better build that needs about 12 GB or less (file size x 1.2 + 0.4 GB), so it loads on a 16 GB laptop. Hand-picked models come first.

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alt.freeweights.*6279 qwen655 deepseek82 kimi34 glm182 minimax29 mimo11 gemma376 gpt-oss9 olmo575 nemotron109 phi66 mistral118 granite162 smollm49 minicpm106 llama254 lfm74 text1134 speech186 embed219 vision1225 image199 video73 music16 ocr1 datasets11 tools247 abliterated77 allternit

Collections

Runs on a 256 GB Mac3692 Small enough for a laptop2556 Embeddings and rerankers290 Speech276 GGUF for llama.cpp and Ollama694 Open datasets11 Runs on a phone450 Runs on a laptop864 Needs a workstation455 Runs in the browser338

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Sectiontext171vision170qwen125embed68granite58speech52

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lfm39minicpm33olmo22mistral21phi18nemotron16smollm14gemma11image11deepseek8abliterated7mimo7glm6llama5ocr1video1

Tasktext generation326image text to text105automatic speech recognition50not tagged46sentence similarity40text to speech40

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feature extraction35image classification23object detection22text classification22zero shot image classification20token classification17any to any13fill mask13zero shot classification13image feature extraction9image to text9text ranking8image segmentation7text to image7question answering6translation6zero shot object detection5audio text to text4image to image4keypoint detection3audio classification2mask generation2summarization2voice activity detection2depth estimation1text to video1time series forecasting1

License classPermissive808Custom terms54Gated (link only)1License not reviewed (link only)1

Formatsafetensors802onnx90gguf59openvino7coreml4ggml4

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ctranslate21mlx1

SizeUnder 4 GB4364 to 40 GB39540 to 200 GB28200 GB and up5

ListingHosted (signed)862From the publisher · Gated1From the publisher · License not reviewed1

Bytes fromFrom source862From the publisher2

TermsNo extra terms808Requires accepting terms56

ParametersUnder 1B3751B to 3B1453B to 6B1026B to 9B1349B to 12B2312B to 24B47

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128B to 500B2Over 500B3Not stated33

Librarysafetensors802transformers645PyTorch141MLX97ONNX90sentence-transformers78

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GGUF59Transformers.js41JAX35timm11diffusers10OpenVINO7Core ML4GGML4PEFT3CTranslate21open_clip1

LanguageEnglish456Chinese165French134German130Spanish130Japanese124

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Korean108Portuguese102Arabic99Italian98Multilingual89Russian79Dutch67Hindi61Polish59Vietnamese55Thai52Indonesian50Swedish49Turkish48Danish44Czech43Greek43Hebrew43Finnish42Ukrainian40Romanian39Hungarian38Bulgarian37Malay37Persian36Latvian36Slovenian36Swahili36Estonian35Lithuanian35Slovak35Croatian34Marathi33Norwegian33Filipino33Urdu33Bangla32Burmese32Georgian31Albanian30Serbian30Tamil30Telugu30Catalan29Gujarati29Kazakh29Khmer29Macedonian29Mongolian29Azerbaijani28Galician28Armenian28Icelandic28Welsh27Afrikaans26Belarusian26Kannada26Malayalam26Basque25Nepali25Punjabi25Lao24Latin23Uzbek23Sinhala22Breton21Bosnian21Malagasy21Amharic20Somali20Sundanese20Haitian Creole19Yoruba19Javanese17Pashto17Assamese16Hausa16Sanskrit16Sindhi16Tatar16Yiddish16Norwegian Nynorsk15Occitan15Tajik15Bashkir13Kyrgyz13Maltese13Tibetan12Luxembourgish12Irish11Faroese10Lingala10Māori10Shona10Turkmen10Esperanto8Kurdish8Norwegian Bokmål8Uyghur8Xhosa8Western Frisian6Scottish Gaelic6Oromo6Odia6Volapük5Quechua4Aragonese3Chechen3Chuvash3Ido3

AppsSGLang421vLLM421llama.cpp54LM Studio54Ollama54Jan48

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DiffusionBee12Draw Things12whisper.cpp7

On devicePhone483Laptop864Workstation190In the browser363

Enginewebgpu416llama.cpp410mlx254

all 6279 Runs on a 256 GB Mac 3692 Small enough for a laptop 2556 Embeddings and rerankers 290 Speech 276 GGUF for llama.cpp and Ollama 694 Open datasets 11 Runs on a phone 450 Runs on a laptop 864 Needs a workstation 455 Runs in the browser 338 qwen 655 deepseek 82 kimi 34 glm 182 minimax 29 mimo 11 gemma 376 gpt-oss 9 olmo 575 nemotron 109 phi 66 mistral 118 granite 162 smollm 49 minicpm 106 llama 254 lfm 74 text 1134 speech 186 embed 219 vision 1225 image 199 video 73 music 16 ocr 1 datasets 11 tools 247 abliterated 77

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864 models

SubjectSizeParamsLicenseDate

Qwen3-ASR-0.6B-8bitHosted (signed) From: mlx-community in alt.freeweights.qwen1.01 GB782MPermissive2026-11-15 rtdetr_v2_r18vdHosted (signed) From: PekingU in alt.freeweights.vision80.9 MB20MPermissive2026-11-15 tinyroberta-squad2Hosted (signed) From: deepset in alt.freeweights.vision655 MB82MPermissive2026-11-15

MOSS-TTS-Local-Transformer-v1.5Hosted (signed) From: OpenMOSS-Team in alt.freeweights.speech9.12 GB4.6BPermissive2026-11-15 gliner2-multi-v1Hosted (signed) From: fastino in alt.freeweights.text1.26 GB307MPermissive2026-11-15 bert-base-NER-uncasedHosted (signed) From: dslim in alt.freeweights.vision1.75 GB109MPermissive2026-11-15 TinyCLIP-ViT-8M-16-Text-3M-YFCC15MHosted (signed) From: wkcn in alt.freeweights.vision190 MB23MPermissive2026-11-15 vitpose-plus-baseHosted (signed) From: usyd-community in alt.freeweights.vision502 MB125MPermissive2026-11-15

Qwen3-TTS-12Hz-1.7B-Base-bf16Hosted (signed) From: mlx-community in alt.freeweights.qwen4.54 GB1.9BPermissive2026-11-15 rtdetr_r18vdHosted (signed) From: PekingU in alt.freeweights.vision80.9 MB20MPermissive2026-11-15

Qwen3-VL-4B-Instruct-4bitHosted (signed) From: mlx-community in alt.freeweights.qwen3.11 GB4.4BPermissive2026-11-15

Qwen2-VL-2B-Instruct-4bitHosted (signed) From: mlx-community in alt.freeweights.qwen1.26 GB2.2BPermissive2026-11-15 Bonsai-8B-unpackedHosted (signed) From: prism-ml in alt.freeweights.text16.4 GB8.2BPermissive2026-11-15 moonshine-tinyHosted (signed) From: moonshine-ai in alt.freeweights.speech110 MB27MPermissive2026-11-15 layaHosted (signed) From: convaiinnovations in alt.freeweights.vision2.37 GB421MPermissive2026-11-15 dfine-xlarge-obj365Hosted (signed) From: ustc-community in alt.freeweights.vision254 MB63MPermissive2026-11-15 ultravox-v0_5-llama-3_2-1bHosted (signed) From: fixie-ai in alt.freeweights.llama1.38 GB683MPermissive2026-11-15 ettin-encoder-17mHosted (signed) From: jhu-clsp in alt.freeweights.vision358 MB—Permissive2026-11-15

wespeaker-voxceleb-resnet34-LMHosted (signed) From: onnx-community in alt.freeweights.text126 MB—Permissive2026-11-15 kotoba-whisper-v2.2Hosted (signed) From: kotoba-tech in alt.freeweights.speech3.03 GB756MPermissive2026-11-15 K2-Horizon-3.7BHosted (signed) From: IFM in alt.freeweights.text10.1 GB5.1BPermissive2026-11-15 vitpose-plus-smallHosted (signed) From: usyd-community in alt.freeweights.vision133 MB33MPermissive2026-11-15 mobilebert-uncased-squad-v2Hosted (signed) From: csarron in alt.freeweights.vision296 MB25MPermissive2026-11-15 multilingual-MiniLMv2-L6-mnli-xnliHosted (signed) From: MoritzLaurer in alt.freeweights.vision1.33 GB107MPermissive2026-11-15 NuNER_ZeroHosted (signed) From: numind in alt.freeweights.vision3.59 GB449MPermissive2026-11-15

Qwen3-TTS-12Hz-1.7B-VoiceDesign-4bitHosted (signed) From: mlx-community in alt.freeweights.qwen2.31 GB1.9BPermissive2026-11-15

Mistral-7B-Instruct-v0.3-4bitHosted (signed) From: mlx-community in alt.freeweights.mistral4.08 GB7.2BPermissive2026-11-15 LightOnOCR-1B-1025Hosted (signed) From: lightonai in alt.freeweights.vision2.34 GB1.2BPermissive2026-11-15

Qwen3-TTS-12Hz-0.6B-Base-8bitHosted (signed) From: mlx-community in alt.freeweights.qwen1.99 GB915MPermissive2026-11-15

Qwen3-ASR-1.7B-8bitHosted (signed) From: mlx-community in alt.freeweights.qwen2.47 GB2BPermissive2026-11-15

Qwen3-TTS-12Hz-1.7B-Base-8bitHosted (signed) From: mlx-community in alt.freeweights.qwen3.10 GB1.9BPermissive2026-11-15 distil-large-v3.5Hosted (signed) From: distil-whisper in alt.freeweights.speech3.04 GB756MPermissive2026-11-15 dfine-xlarge-cocoHosted (signed) From: ustc-community in alt.freeweights.vision252 MB63MPermissive2026-11-15 K2-Horizon-0.9BHosted (signed) From: IFM in alt.freeweights.text2.16 GB1.1BPermissive2026-11-15 dfine-large-cocoHosted (signed) From: ustc-community in alt.freeweights.vision126 MB31MPermissive2026-11-15

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From: MoritzLaurer <huggingface.co/MoritzLaurer>Newsgroups: alt.freeweights.visionSubject: mDeBERTa-v3-base-xnli-multilingual-nli-2mil7Date: 2026-11-15Commit: b5113ebSigned: 2DC28CC7B26A283B ✓

Zero shot classification model with 279M parameters. Onnx and safetensors weights, 2.59 GB in all. Published by MoritzLaurer under MIT.

279M params2.59GBmDeBERTa-v3-base-xnli-multilingual-nli-2mil7onnx safetensorspermissive

FactsParams279MSize2.59 GBFormatsonnx, safetensorsTaskzero shot classificationLicenseMITFrom sourcepermissive

$ fw get MoritzLaurer/mDeBERTa-v3-base-xnli-multilingual-nli-2mil7
# manifest sha256 c2545ace6d79… · 2.59 GB · 13 files
$ fw verify ./mDeBERTa-v3-base-xnli-multilingual-nli-2mil7 MoritzLaurer/mDeBERTa-v3-base-xnli-multilingual-nli-2mil7

Open model page

Goal 1: 45 USD, 3 months x 15 USD; or a verified free VM0% fundedREADME: operating statementAllternit, the open source alternative