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

Small enough for a laptop

Weights of 12 GB or less, counted from each signed manifest, so the model loads in 16 GB of memory with room to run.

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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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Sectionvision1012olmo372text305embed171qwen141speech111

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granite100minicpm65phi51lfm47image38smollm33gemma26mistral21nemotron14llama12video12deepseek7glm6abliterated5music3gpt-oss2kimi1ocr1

Taskimage classification562not tagged493text generation452zero shot image classification117image text to text114image feature extraction112

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sentence similarity110automatic speech recognition83feature extraction78text to speech67fill mask38object detection32text classification31token classification21time series forecasting19zero shot classification17image to text16text ranking16any to any15video classification15mask generation14translation14image to image13text to image12image segmentation10depth estimation9text to video9audio classification7question answering7image to 3d6zero shot object detection6robotics5audio text to text4text to 3d4text to audio4image to video3keypoint detection3visual question answering3voice activity detection3summarization2table question answering2unconditional image generation2video text to text2audio to audio1reinforcement learning1tabular classification1tabular regression1

License classPermissive2484Custom terms72

Formatsafetensors2452onnx187gguf73openvino57mlx8coreml6

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ggml4tflite3ctranslate21

SizeUnder 4 GB19064 to 40 GB61940 to 200 GB26200 GB and up5

TermsNo extra terms2484Requires accepting terms72

ParametersUnder 1B17661B to 3B3523B to 6B1876B to 9B599B to 12B312B to 24B5

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64B to 128B1Over 500B1Not stated182

Librarysafetensors2452transformers1680PyTorch954timm619ONNX187sentence-transformers171

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MLX118open_clip86JAX82GGUF73OpenVINO57Transformers.js45diffusers32PEFT30Core ML6GGML4TFLite3CTranslate21

LanguageEnglish1087Chinese246German202French199Spanish186Japanese170

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Portuguese152Italian148Korean148Arabic139Russian127Multilingual126Dutch107Polish103Hindi98Vietnamese89Thai85Swedish84Turkish84Indonesian82Danish77Romanian77Czech75Finnish75Greek74Hebrew71Hungarian71Ukrainian69Malay66Bulgarian64Persian64Latvian62Slovak62Slovenian62Estonian61Lithuanian61Swahili60Croatian59Marathi58Georgian57Norwegian57Bangla56Macedonian56Serbian56Urdu56Burmese55Catalan54Gujarati54Albanian54Galician53Armenian53Mongolian53Tamil53Telugu53Azerbaijani51Icelandic51Kazakh51Welsh50Kannada50Malayalam50Filipino50Afrikaans49Belarusian49Nepali49Punjabi49Khmer48Basque47Uzbek45Latin44Lao44Bosnian42Malagasy42Sinhala42Somali41Amharic40Breton40Sundanese40Yoruba37Hausa36Haitian Creole36Pashto36Assamese35Sindhi35Yiddish35Javanese33Sanskrit33Kyrgyz30Tajik30Tatar29Irish28Occitan28Maltese27Bashkir25Luxembourgish25Kurdish23Lingala23Māori23Norwegian Nynorsk23Shona23Tibetan22Xhosa22Esperanto21Turkmen21Faroese20Odia20Western Frisian19Scottish Gaelic19Uyghur19Oromo18Norwegian Bokmål13Quechua11Chechen9Chuvash9Igbo9Zulu9Wolof8Ganda7Nyanja7Volapük7Corsican6Fula6Guarani6Romansh6Samoan6Swati6Southern Sotho6Tswana6Aragonese5Ido5Kinyarwanda5Afar4Akan4Avaric4Aymara4Bislama4Bambara4Chamorro4Divehi4Dzongkha4Ewe4Fijian4Manx4Hiri Motu4Inuktitut4Kongo4Kuanyama4Kalaallisut4Kashmiri4Komi4Cornish4Luba-Katanga4Marshallese4South Ndebele4Navajo4Ojibwa4Ossetic4Rundi4Northern Sami4Sango4Tigrinya4Tongan4Tsonga4Venda4Walloon4Zhuang4Limburgish2Sardinian2

AppsSGLang548vLLM548LM Studio68llama.cpp67Ollama67Jan61

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DiffusionBee33Draw Things33whisper.cpp7MLX LM1

On devicePhone548Laptop811Workstation47In the browser404

Enginewebgpu501llama.cpp244mlx225

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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2556 models

SubjectSizeParamsLicenseDate

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

mistral-7b-bnb-4bitHosted (signed) From: unsloth in alt.freeweights.mistral4.13 GB7.2BPermissive2026-11-15

ACE-Step-v1-3.5BHosted (signed) From: ACE-Step in alt.freeweights.music8.28 GB—Permissive2026-11-15 smart-turn-v3Hosted (signed) From: pipecat-ai in alt.freeweights.text91.0 MB—Permissive2026-11-15

parakeet-tdt-0.6b-v3Hosted (signed) From: mlx-community in alt.freeweights.speech2.51 GB627MPermissive2026-11-15

Z-Image-Turbo-ComfyUIHosted (signed) From: unsloth in alt.freeweights.text8.38 GB—Permissive2026-11-15 ModernBERT-base-nliHosted (signed) From: tasksource in alt.freeweights.vision602 MB150MPermissive2026-11-15

Qwen3-4B-Instruct-2507Hosted (signed) From: unsloth in alt.freeweights.qwen8.06 GB4BPermissive2026-11-15 Qwen3.6-35B-A3B-DFlash2Hosted (signed) From: incoai in alt.freeweights.qwen1.05 GB526MPermissive2026-11-15

parakeet-tdt-1.1bHosted (signed) From: mlx-community in alt.freeweights.speech4.28 GB1.1BPermissive2026-11-15 Spark-X2.6-4BHosted (signed) From: XHToken in alt.freeweights.text8.24 GB4.1BPermissive2026-11-15 OvisOCR2Hosted (signed) From: ATH-MaaS in alt.freeweights.text1.73 GB853MPermissive2026-11-15 whisper-large-v3-turbo-germanHosted (signed) From: primeline in alt.freeweights.speech1.62 GB809MPermissive2026-11-15 Wan2.2-Fun-5B-ControlHosted (signed) From: alibaba-pai in alt.freeweights.video24.2 GB—Permissive2026-11-15

Qwen2.5-VL-7B-Instruct-4bitHosted (signed) From: mlx-community in alt.freeweights.qwen5.65 GB8.3BPermissive2026-11-15 Audio8-TTS-Realistic-AirHosted (signed) From: Edge0 in alt.freeweights.speech2.57 GB601MPermissive2026-11-15 Qwen-Image-ControlNet-UnionHosted (signed) From: InstantX in alt.freeweights.qwen3.54 GB1.8BPermissive2026-11-15 vonHosted (signed) From: wfzyx in alt.freeweights.vision3.16 GB395MPermissive2026-11-15

FLUX.2-Klein-4B-4bitHosted (signed) From: mlx-community in alt.freeweights.image4.62 GB—Permissive2026-11-15

Qwen3-1.7B-MLX-bf16Hosted (signed) From: lmstudio-community in alt.freeweights.qwen3.46 GB1.7BPermissive2026-11-15 multilingual-IPTC-news-topic-classifierHosted (signed) From: classla in alt.freeweights.vision2.26 GB560MPermissive2026-11-15

LFM2-1.2B-MLX-bf16Hosted (signed) From: lmstudio-community in alt.freeweights.lfm2.35 GB1.2BCustom terms2026-11-15

Qwen3-4B-BaseHosted (signed) From: unsloth in alt.freeweights.qwen8.06 GB4BPermissive2026-11-15 lucidaHosted (signed) From: egeorcun in alt.freeweights.vision1.77 GB221MPermissive2026-11-15 DeepScaleR-1.5B-PreviewHosted (signed) From: agentica-org in alt.freeweights.text7.12 GB1.8BPermissive2026-11-15

whisper-large-v3-turbo-4bitHosted (signed) From: mlx-community in alt.freeweights.speech464 MB807MPermissive2026-11-15 NeuroBERT-NERHosted (signed) From: boltuix in alt.freeweights.vision39.1 MB10MPermissive2026-11-15 whisper-large-v3-turboHosted (signed) From: ivrit-ai in alt.freeweights.speech3.24 GB809MPermissive2026-11-15 Laplace-1-VectorHosted (signed) From: JuneoAI in alt.freeweights.text8.24 GB4.1BPermissive2026-11-15

VoxCPM2-8bitHosted (signed) From: mlx-community in alt.freeweights.speech3.23 GB2.4BPermissive2026-11-15 Medical-NERHosted (signed) From: blaze999 in alt.freeweights.vision747 MB184MPermissive2026-11-15 deberta-small-long-nliHosted (signed) From: tasksource in alt.freeweights.vision1.15 GB142MPermissive2026-11-15 Nanbeige4.1-3BHosted (signed) From: Nanbeige in alt.freeweights.text7.89 GB3.9BPermissive2026-11-15 Spark-X2.5-4BHosted (signed) From: XHToken in alt.freeweights.text8.24 GB4.1BPermissive2026-11-15 Nanbeige4-3B-Thinking-2511Hosted (signed) From: Nanbeige in alt.freeweights.text7.89 GB3.9BPermissive2026-11-15 Jan-nano-128kHosted (signed) From: Menlo in alt.freeweights.text8.07 GB4BPermissive2026-11-15 NuExtract-1.5Hosted (signed) From: numind in alt.freeweights.text7.64 GB3.8BPermissive2026-11-15 Jan-nanoHosted (signed) From: Menlo in alt.freeweights.text8.11 GB4BPermissive2026-11-15 Phi-3-mini-4k-instruct-GGUFHosted (signed) From: bartowski in alt.freeweights.phi57.1 GB—Permissive2026-11-15

Qwen3-TTS-12Hz-1.7B-VoiceDesign-8bitHosted (signed) From: mlx-community in alt.freeweights.qwen3.08 GB1.9BPermissive2026-11-15 Tiny-LLMHosted (signed) From: arnir0 in alt.freeweights.text28.3 MB13MPermissive2026-11-15

Qwen3-TTS-12Hz-0.6B-CustomVoice-8bitHosted (signed) From: mlx-community in alt.freeweights.qwen1.97 GB906MPermissive2026-11-15 japanese-roberta-baseHosted (signed) From: rinna in alt.freeweights.vision1.43 GB111MPermissive2026-11-15

SmolLM-135M-Instruct-4bitHosted (signed) From: mlx-community in alt.freeweights.smollm79.2 MB135MPermissive2026-11-15 distil-small.enHosted (signed) From: distil-whisper in alt.freeweights.speech5.59 GB166MPermissive2026-11-15

Qwen3-TTS-12Hz-0.6B-Base-bf16Hosted (signed) From: mlx-community in alt.freeweights.qwen2.52 GB915MPermissive2026-11-15 moonshine-baseHosted (signed) From: moonshine-ai in alt.freeweights.speech248 MB62MPermissive2026-11-15 dfine-xlarge-obj2cocoHosted (signed) From: ustc-community in alt.freeweights.vision252 MB63MPermissive2026-11-15 rtdetr_v2_r101vdHosted (signed) From: PekingU in alt.freeweights.vision307 MB77MPermissive2026-11-15

gemma-2bHosted (signed) From: unsloth in alt.freeweights.gemma5.03 GB2.5BPermissive2026-11-15 TexTellerHosted (signed) From: OleehyO in alt.freeweights.vision5.38 GB298MPermissive2026-11-15 rtdetr_r18vd_coco_o365Hosted (signed) From: PekingU in alt.freeweights.vision80.9 MB20MPermissive2026-11-15 Yi-1.5-9B-Chat-GGUFHosted (signed) From: bartowski in alt.freeweights.text131 GB—Permissive2026-11-15 dfine-nano-cocoHosted (signed) From: ustc-community in alt.freeweights.vision15.3 MB4MPermissive2026-11-15

Qwen3-VL-2B-Instruct-4bitHosted (signed) From: mlx-community in alt.freeweights.qwen1.80 GB2.1BPermissive2026-11-15

Mistral-Nemo-Instruct-2407-bnb-4bitHosted (signed) From: unsloth in alt.freeweights.mistral8.35 GB12.6BPermissive2026-11-15

Qwen3-TTS-12Hz-0.6B-Base-4bitHosted (signed) From: mlx-community in alt.freeweights.qwen1.71 GB915MPermissive2026-11-15

llava-v1.6-mistral-7b-4bitHosted (signed) From: mlx-community in alt.freeweights.mistral4.26 GB7.6BPermissive2026-11-15 EdgeTAM-hfHosted (signed) From: yonigozlan in alt.freeweights.vision56.0 MB14MPermissive2026-11-15

Qwen3-TTS-12Hz-1.7B-CustomVoice-bf16Hosted (signed) From: mlx-community in alt.freeweights.qwen4.52 GB1.9BPermissive2026-11-15

LFM2-VL-1.6B-4bitHosted (signed) From: mlx-community in alt.freeweights.lfm1.47 GB1.6BCustom terms2026-11-15

Phi-3.5-mini-instruct-4bitHosted (signed) From: mlx-community in alt.freeweights.phi2.15 GB3.8BPermissive2026-11-15

grounding-dino-tiny-ONNXHosted (signed) From: onnx-community in alt.freeweights.vision2.29 GB—Permissive2026-11-15

Qwen3-TTS-12Hz-1.7B-Base-4bitHosted (signed) From: mlx-community in alt.freeweights.qwen2.34 GB1.9BPermissive2026-11-15

Qwen3-TTS-12Hz-1.7B-CustomVoice-4bitHosted (signed) From: mlx-community in alt.freeweights.qwen2.31 GB1.9BPermissive2026-11-15 docling-layout-egret-xlargeHosted (signed) From: docling-project in alt.freeweights.text251 MB63MPermissive2026-11-15

Mistral-Nemo-Instruct-2407-4bitHosted (signed) From: mlx-community in alt.freeweights.mistral6.91 GB12.2BPermissive2026-11-15 Yi-1.5-6B-Chat-GGUFHosted (signed) From: bartowski in alt.freeweights.text90.7 GB—Permissive2026-11-15

all-MiniLM-L6-v2-4bitHosted (signed) From: mlx-community in alt.freeweights.embed13.9 MB23MPermissive2026-11-15

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From: ustc-community <huggingface.co/ustc-community>Newsgroups: alt.freeweights.visionSubject: dfine-xlarge-cocoDate: 2026-11-15Commit: ea4f6beSigned: 2DC28CC7B26A283B ✓

Object detection model with 63M parameters. Safetensors weights, 252 MB in all. Published by ustc-community under Apache-2.0.

63M params252MBdfine-xlarge-cocosafetensorspermissive

FactsParams63MSize252 MBFormatssafetensorsTaskobject detectionLicenseApache-2.0From sourcepermissive

$ fw get ustc-community/dfine-xlarge-coco
# manifest sha256 2f35d8a3c495… · 252 MB · 5 files
$ fw verify ./dfine-xlarge-coco ustc-community/dfine-xlarge-coco

Open model page

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