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

Runs on a 256 GB Mac

Weights of 200 GB or less, counted from each signed manifest (the smallest GGUF or ONNX variant when a repo has several), so the model fits in 256 GB of unified memory with room for context.

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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

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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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Sectionvision1023text624olmo512qwen331embed190granite160

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speech117glm104minicpm91image88mistral82phi64lfm55video49gemma45nemotron36smollm33llama24deepseek17abliterated16kimi12gpt-oss8mimo6music4ocr1

Tasktext generation1104not tagged635image classification562image text to text252sentence similarity123zero shot image classification121

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image feature extraction112feature extraction91automatic speech recognition90text to speech70text to image45fill mask39any to any37text classification35object detection32image to image24text to video24reinforcement learning21token classification21zero shot classification20time series forecasting19text ranking18image to video17image to text16robotics16translation15video classification15mask generation14video text to text12audio text to text10image segmentation10depth estimation9image to 3d8question answering8audio classification7zero shot object detection6text to audio5image text to image4text to 3d4keypoint detection3visual question answering3voice activity detection3summarization2table question answering2unconditional image generation2audio to audio1image text to video1other1tabular classification1tabular regression1video to video1

License classPermissive3594Custom terms98

Formatsafetensors3579onnx192gguf83openvino59mlx8coreml6

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ggml4tflite3ctranslate21

SizeUnder 4 GB19064 to 40 GB133840 to 200 GB437200 GB and up11

TermsNo extra terms3594Requires accepting terms98

ParametersUnder 1B19091B to 3B3613B to 6B2196B to 9B4489B to 12B6012B to 24B159

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24B to 32B11332B to 64B12564B to 128B42128B to 500B8Over 500B1Not stated247

Librarysafetensors3579transformers2499PyTorch987timm619sentence-transformers193ONNX192

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MLX161diffusers103open_clip89GGUF87JAX84OpenVINO59Transformers.js45PEFT42Core ML6GGML4TFLite3CTranslate21

LanguageEnglish1601Chinese408German274French271Spanish259Japanese232

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Portuguese212Italian210Korean208Arabic193Russian176Multilingual157Polish135Hindi134Dutch132Vietnamese116Turkish113Swedish111Indonesian108Romanian103Thai98Ukrainian96Czech90Malay90Danish88Persian87Finnish86Greek83Hungarian82Hebrew80Bangla77Serbian77Bulgarian72Latvian70Nepali70Slovak70Slovenian70Estonian69Lithuanian69Croatian67Norwegian67Swahili67Marathi63Urdu62Catalan61Georgian60Macedonian60Burmese60Gujarati59Mongolian59Galician58Armenian58Tamil58Telugu58Albanian57Filipino57Icelandic56Kazakh55Afrikaans54Azerbaijani54Kannada54Malayalam54Welsh53Khmer53Punjabi53Belarusian52Basque50Lao48Uzbek48Latin47Bosnian45Malagasy45Sinhala45Somali44Sundanese44Amharic43Breton43Yiddish40Hausa39Javanese39Pashto39Assamese38Sindhi38Yoruba38Haitian Creole37Sanskrit36Irish33Kyrgyz33Tajik31Maltese30Tatar30Occitan29Bashkir26Kurdish26Luxembourgish26Xhosa25Tibetan24Esperanto24Lingala24Māori24Odia24Shona24Norwegian Nynorsk23Uyghur23Western Frisian22Scottish Gaelic22Turkmen22Faroese21Oromo21Norwegian Bokmål13Quechua12Chechen10Chuvash10Igbo10Zulu10Wolof9Ganda8Nyanja8Afar7Corsican7Fula7Guarani7Kalaallisut7Romansh7Samoan7Swati7Southern Sotho7Tswana7Volapük7Kinyarwanda6Akan5Aragonese5Avaric5Aymara5Bislama5Bambara5Chamorro5Divehi5Dzongkha5Ewe5Fijian5Manx5Hiri Motu5Ido5Inuktitut5Kongo5Kuanyama5Kashmiri5Komi5Cornish5Luba-Katanga5Marshallese5South Ndebele5Navajo5Ojibwa5Ossetic5Rundi5Northern Sami5Sango5Tigrinya5Tongan5Tsonga5Venda5Walloon5Zhuang5Limburgish2Sardinian2Pali1

AppsSGLang1370vLLM1370DiffusionBee92Draw Things92LM Studio78llama.cpp77

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Ollama77Jan71whisper.cpp7MLX LM1

On devicePhone563Laptop1034Workstation418In the browser419

Enginellama.cpp578webgpu531mlx420

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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3692 models

SubjectSizeParamsLicenseDate

efficientnet_b5.sw_in12k_ft_in1kHosted (signed) From: timm in alt.freeweights.vision245 MB31MPermissive2026-11-15 vit_base_patch16_siglip_384.v2_webliHosted (signed) From: timm in alt.freeweights.vision745 MB93MPermissive2026-11-15 regnetx_002.pycls_in1kHosted (signed) From: timm in alt.freeweights.vision21.8 MB3MPermissive2026-11-15 sentence-t5-largeHosted (signed) From: sentence-transformers in alt.freeweights.embed4.32 GB335MPermissive2026-11-15 MiniCPM5-2B-BaseHosted (signed) From: openbmb in alt.freeweights.minicpm5.04 GB2.5BPermissive2026-11-14

LLM2CLIP-Llama-3-8B-Instruct-CC-FinetunedHosted (signed) From: microsoft in alt.freeweights.llama15.0 GB7.5BPermissive2026-11-15 resnet50.tv2_in1kHosted (signed) From: timm in alt.freeweights.vision205 MB26MPermissive2026-11-15 vit_tiny_patch16_224.augreg_in21kHosted (signed) From: timm in alt.freeweights.vision78.0 MB10MPermissive2026-11-15

bitnet-b1.58-2B-4T-ggufHosted (signed) From: microsoft in alt.freeweights.text1.19 GB—Permissive2026-11-15

Olmo-Hybrid-7BHosted (signed) From: allenai in alt.freeweights.olmo14.9 GB7.4BPermissive2026-11-14

pix2struct-baseHosted (signed) From: google in alt.freeweights.vision2.26 GB282MPermissive2026-11-14

Wan2.2-Animate-2-14B-Distilled-DiffusersHosted (signed) From: Wan-AI in alt.freeweights.video45.9 GB16.4BPermissive2026-11-15

fineweb-edu-classifierHosted (signed) From: HuggingFaceFW in alt.freeweights.vision439 MB109MPermissive2026-11-15 granite-4.1-3b-baseHosted (signed) From: ibm-granite in alt.freeweights.granite6.82 GB3.4BPermissive2026-11-15 tiny_vit_5m_224.dist_in22k_ft_in1kHosted (signed) From: timm in alt.freeweights.vision43.4 MB5MPermissive2026-11-15 pvt_v2_b0.in1kHosted (signed) From: timm in alt.freeweights.vision29.4 MB4MPermissive2026-11-15

vit-base-patch32-384Hosted (signed) From: google in alt.freeweights.vision1.41 GB88MPermissive2026-11-14 Yi-Coder-9BHosted (signed) From: 01-ai in alt.freeweights.text17.7 GB8.8BPermissive2026-11-15 eva02_large_patch14_clip_224.merged2b_s4b_b131kHosted (signed) From: timm in alt.freeweights.vision1.71 GB—Permissive2026-11-15 vit_base_patch16_224.orig_in21kHosted (signed) From: timm in alt.freeweights.vision686 MB86MPermissive2026-11-15 eva02_large_patch14_clip_336.merged2b_s6b_b61kHosted (signed) From: timm in alt.freeweights.vision1.72 GB—Permissive2026-11-15 mobilenetv4_conv_medium.e250_r384_in12k_ft_in1kHosted (signed) From: timm in alt.freeweights.vision78.5 MB10MPermissive2026-11-15

Phi-3-medium-128k-instructHosted (signed) From: microsoft in alt.freeweights.phi27.9 GB14BPermissive2026-11-15

beit-base-patch16-224Hosted (signed) From: microsoft in alt.freeweights.vision1.05 GB87MPermissive2026-11-15

VibeVoice-ASR-Streaming-7BHosted (signed) From: microsoft in alt.freeweights.speech17.4 GB8.7BPermissive2026-11-15 vit_so400m_patch16_siglip_384.v2_webliHosted (signed) From: timm in alt.freeweights.vision3.43 GB428MPermissive2026-11-15

Ministral-3-3B-Base-2512Hosted (signed) From: mistralai in alt.freeweights.mistral15.4 GB3.8BPermissive2026-11-14

beit-large-finetuned-ade-640-640Hosted (signed) From: microsoft in alt.freeweights.vision4.51 GB503MPermissive2026-11-15 caformer_s18.sail_in22k_ft_in1k_384Hosted (signed) From: timm in alt.freeweights.vision211 MB26MPermissive2026-11-15 pe-av-largeHosted (signed) From: facebook in alt.freeweights.text8.94 GB2.2BPermissive2026-11-15 convnext_large_mlp.clip_laion2b_soup_ft_in12k_in1k_320Hosted (signed) From: timm in alt.freeweights.vision1.60 GB200MPermissive2026-11-15

siglip2-giant-opt-patch16-256Hosted (signed) From: google in alt.freeweights.vision7.52 GB1.9BPermissive2026-11-14

mediapipeHosted (signed) From: Comfy-Org in alt.freeweights.image5.43 MB—Permissive2026-11-15 vit_small_patch16_224.augreg_in1kHosted (signed) From: timm in alt.freeweights.vision176 MB22MPermissive2026-11-15

bitnet-b1.58-2B-4THosted (signed) From: microsoft in alt.freeweights.text1.19 GB850MPermissive2026-11-15 Apertus-8B-2509Hosted (signed) From: swiss-ai in alt.freeweights.text16.1 GB8.1BPermissive2026-11-15 mxbai-edge-colbert-v0-17mHosted (signed) From: mixedbread-ai in alt.freeweights.embed157 MB17MPermissive2026-11-14 tf_efficientnet_b2.ns_jft_in1kHosted (signed) From: timm in alt.freeweights.vision73.6 MB9MPermissive2026-11-15

phi-1Hosted (signed) From: microsoft in alt.freeweights.phi2.84 GB1.4BPermissive2026-11-15

Infinity-Instruct-3M-0625-Llama3-8BHosted (signed) From: BAAI in alt.freeweights.llama16.1 GB8BPermissive2026-11-15

Infinity-Instruct-3M-0625-Yi-1.5-9BHosted (signed) From: BAAI in alt.freeweights.text17.7 GB8.8BPermissive2026-11-15 vit_large_patch16_384.augreg_in21k_ft_in1kHosted (signed) From: timm in alt.freeweights.vision2.44 GB305MPermissive2026-11-15 Ming-3.0-tts-tinyHosted (signed) From: inclusionAI in alt.freeweights.speech18.0 GB9BPermissive2026-11-15

seggpt-vit-largeHosted (signed) From: BAAI in alt.freeweights.text1.48 GB371MPermissive2026-11-15 vit_large_patch14_clip_224.laion400m_e32Hosted (signed) From: timm in alt.freeweights.vision5.86 GB304MPermissive2026-11-15 convnext_large_mlp.clip_laion2b_ft_soup_320Hosted (signed) From: timm in alt.freeweights.vision1.60 GB200MPermissive2026-11-15

ERNIE-4.5-0.3B-PTHosted (signed) From: baidu in alt.freeweights.text735 MB361MPermissive2026-11-15

Ministral-3-8B-Base-2512Hosted (signed) From: mistralai in alt.freeweights.mistral35.7 GB8.9BPermissive2026-11-14 vit_base_patch32_384.augreg_in21k_ft_in1kHosted (signed) From: timm in alt.freeweights.vision706 MB88MPermissive2026-11-15

LLM2CLIP-Openai-L-14-336Hosted (signed) From: microsoft in alt.freeweights.vision2.31 GB579MPermissive2026-11-15

Qwen2.5-Omni-7B-AWQHosted (signed) From: Qwen in alt.freeweights.qwen12.7 GB10.7BPermissive2026-11-15

tipsv2-b14Hosted (signed) From: google in alt.freeweights.vision785 MB196MPermissive2026-11-14 convnextv2-base-22k-224Hosted (signed) From: facebook in alt.freeweights.vision710 MB89MPermissive2026-11-14 vit_base_patch16_siglip_224.webliHosted (signed) From: timm in alt.freeweights.vision743 MB93MPermissive2026-11-15 swin_large_patch4_window7_224.ms_in22kHosted (signed) From: timm in alt.freeweights.vision1.83 GB229MPermissive2026-11-15 eca_nfnet_l0.ra2_in1kHosted (signed) From: timm in alt.freeweights.vision193 MB24MPermissive2026-11-15

flan-t5-xxlHosted (signed) From: google in alt.freeweights.text179 GB11.3BPermissive2026-11-15 fbnetc_100.rmsp_in1kHosted (signed) From: timm in alt.freeweights.vision45.1 MB6MPermissive2026-11-15 eva02_tiny_patch14_224.mim_in22kHosted (signed) From: timm in alt.freeweights.vision44.1 MB6MPermissive2026-11-15 mbart-large-en-roHosted (signed) From: facebook in alt.freeweights.vision4.91 GB611MPermissive2026-11-14

GLM-4-32B-0414Hosted (signed) From: zai-org in alt.freeweights.glm65.2 GB32.6BPermissive2026-11-14 coatnet_rmlp_2_rw_384.sw_in12k_ft_in1kHosted (signed) From: timm in alt.freeweights.vision592 MB74MPermissive2026-11-15 caformer_s36.sail_in22k_ft_in1kHosted (signed) From: timm in alt.freeweights.vision315 MB39MPermissive2026-11-15 regnety_016.tv2_in1kHosted (signed) From: timm in alt.freeweights.vision90.3 MB11MPermissive2026-11-15

Qwen3-VL-30B-A3B-ThinkingHosted (signed) From: Qwen in alt.freeweights.qwen62.2 GB31.1BPermissive2026-11-15 MiniCPM4-0.5BHosted (signed) From: openbmb in alt.freeweights.minicpm876 MB434MPermissive2026-11-14 hrnet_w48.ms_in1kHosted (signed) From: timm in alt.freeweights.vision621 MB78MPermissive2026-11-15 mobilenetv3_large_100.miil_in21k_ft_in1kHosted (signed) From: timm in alt.freeweights.vision44.2 MB6MPermissive2026-11-15 vit_pe_core_base_patch16_224.fbHosted (signed) From: timm in alt.freeweights.vision749 MB94MPermissive2026-11-15 LFM2-VL-1.6BHosted (signed) From: LiquidAI in alt.freeweights.lfm3.17 GB1.6BCustom terms2026-11-15 North-Mini-Code-1.0Hosted (signed) From: CohereLabs in alt.freeweights.text61.0 GB30.5BPermissive2026-11-15

OLMo-2-1124-13BHosted (signed) From: allenai in alt.freeweights.olmo54.9 GB13.7BPermissive2026-11-15 swinv2_base_window12to24_192to384.ms_in22k_ft_in1kHosted (signed) From: timm in alt.freeweights.vision757 MB95MPermissive2026-11-15

Qwen3-VL-32B-ThinkingHosted (signed) From: Qwen in alt.freeweights.qwen66.7 GB33.4BPermissive2026-11-15 repvit_m1_5.dist_450e_in1kHosted (signed) From: timm in alt.freeweights.vision119 MB15MPermissive2026-11-15 MiniCPM4-MCPHosted (signed) From: openbmb in alt.freeweights.minicpm16.4 GB8.2BPermissive2026-11-14

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From: timm <huggingface.co/timm>Newsgroups: alt.freeweights.visionSubject: efficientnet_b5.sw_in12k_ft_in1kDate: 2026-11-15Commit: 13dc77aSigned: 2DC28CC7B26A283B ✓

Image classification model with 31M parameters. Safetensors weights, 245 MB in all. Published by timm under Apache-2.0.

31M params245MBefficientnet_b5.sw_in12k_ft_in1ksafetensorspermissive

FactsParams31MSize245 MBFormatssafetensorsTaskimage classificationLicenseApache-2.0From sourcepermissive

$ fw get timm/efficientnet_b5.sw_in12k_ft_in1k
# manifest sha256 55174d2ef78d… · 245 MB · 5 files
$ fw verify ./efficientnet_b5.sw_in12k_ft_in1k timm/efficientnet_b5.sw_in12k_ft_in1k

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