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

Embeddings and rerankers

Models that turn text or images into vectors, and models that rank search results.

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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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Sectionembed219qwen18gemma13granite12speech9text8

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vision4lfm3minicpm3olmo1

Tasksentence similarity139feature extraction113text ranking27text classification5fill mask4image feature extraction2

License classPermissive239License not reviewed (link only)23Non-commercial (link only)14Gated (link only)11Custom terms3

Formatsafetensors275onnx123openvino62gguf9coreml3mlx2

SizeUnder 4 GB1844 to 40 GB10540 to 200 GB1

ListingHosted (signed)242From the publisher · License not reviewed23From the publisher · Non-commercial14From the publisher · Gated11

Bytes fromFrom source242From the publisher48

TermsNo extra terms239Requires accepting terms51

ParametersUnder 1B2151B to 3B223B to 6B106B to 9B289B to 12B124B to 32B1

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Not stated13

Librarysafetensors277sentence-transformers222transformers182ONNX123PyTorch121OpenVINO62

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Transformers.js36JAX19MLX14GGUF9open_clip5Core ML3PEFT1

LanguageEnglish160Chinese47German46Spanish46French46Multilingual45

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Japanese42Portuguese42Italian41Arabic39Korean39Dutch36Russian36Swedish35Czech33Hindi32Polish32Turkish32Vietnamese32Bulgarian31Catalan31Danish31Greek31Estonian31Persian31Finnish31Hebrew31Croatian31Hungarian31Indonesian31Lithuanian31Latvian31Marathi31Malay31Romanian31Slovak31Slovenian31Thai31Ukrainian31Georgian30Albanian30Serbian30Galician29Gujarati29Armenian29Macedonian29Mongolian29Burmese29Urdu29Azerbaijani27Bangla27Swahili27Telugu27Filipino27Icelandic26Kazakh26Afrikaans25Belarusian25Welsh25Javanese25Khmer25Kannada25Malayalam25Norwegian25Punjabi25Tamil25Basque24Nepali24Kyrgyz23Lao23Sinhala22Uzbek22Somali21Bosnian20Irish20Kurdish19Latin19Malagasy19Amharic18Xhosa18Breton17Esperanto17Sundanese17Hausa16Assamese15Western Frisian15Scottish Gaelic15Odia15Pashto15Sindhi15Uyghur15Yiddish15Oromo14Yoruba14Haitian Creole13Sanskrit13Norwegian Bokmål9Quechua7Tajik7Igbo5Norwegian Nynorsk5Occitan5Tatar5Zulu5Luxembourgish4Volapük4Wolof4Bashkir3Chechen3Guarani3Ganda3Lingala3Māori3Nyanja3Shona3Tswana3Aragonese2Corsican2Chuvash2Fula2Ido2Limburgish2Maltese2Romansh2Sardinian2Samoan2Swati2Southern Sotho2Tibetan1Divehi1Manx1Kinyarwanda1Turkmen1

Appsllama.cpp9LM Studio9Ollama9

On devicePhone106Laptop146Workstation3In the browser88

Enginewebgpu133llama.cpp21mlx15

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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290 models

SubjectSizeParamsLicenseDate

embeddinggemma-300m-medicalFrom the publisher From: sentence-transformers in alt.freeweights.gemma1.27 GB303MGated2026-11-15 gme-Qwen2-VL-7B-InstructHosted (signed) From: Alibaba-NLP in alt.freeweights.embed33.2 GB8.3BPermissive2026-11-14

BGE-VL-largeFrom the publisher From: BAAI in alt.freeweights.embed861 MB428MNot reviewed2026-11-15 VisRAG-RetFrom the publisher From: openbmb in alt.freeweights.minicpm6.88 GB3.4BNot reviewed2026-11-15

BGE-VL-baseFrom the publisher From: BAAI in alt.freeweights.embed305 MB150MNot reviewed2026-11-15

Qwen3Guard-Stream-4BHosted (signed) From: Qwen in alt.freeweights.qwen8.07 GB4BPermissive2026-11-15

Qwen3Guard-Stream-8BHosted (signed) From: Qwen in alt.freeweights.qwen15.2 GB7.6BPermissive2026-11-15 modernbert-embed-base-unsupervisedHosted (signed) From: nomic-ai in alt.freeweights.embed600 MB149MPermissive2026-11-15 voiceclap-commercialHosted (signed) From: laion in alt.freeweights.speech453 MB113MPermissive2026-11-14 MEXMAHosted (signed) From: facebook in alt.freeweights.embed2.26 GB559MPermissive2026-11-15 granite-vision-3.3-2b-embeddingHosted (signed) From: ibm-granite in alt.freeweights.granite11.9 GB3BPermissive2026-11-15

BGE-VL-MLLM-S1Hosted (signed) From: BAAI in alt.freeweights.embed15.1 GB7.6BPermissive2026-11-14 Trident-Qwen3VL-2BHosted (signed) From: openbmb in alt.freeweights.minicpm4.27 GB2.1BPermissive2026-11-15 ettin-reranker-1b-v1Hosted (signed) From: cross-encoder in alt.freeweights.embed4.13 GB1BPermissive2026-11-14

BGE-VL-MLLM-S2Hosted (signed) From: BAAI in alt.freeweights.embed15.1 GB7.6BPermissive2026-11-15

BGE-VL-ScreenshotFrom the publisher From: BAAI in alt.freeweights.embed7.53 GB3.8BNot reviewed2026-11-15 jina-reranker-v3.5-mlxFrom the publisher From: jinaai in alt.freeweights.text1.21 GB596MNon-commercial2026-11-15 E2Rank-0.6BHosted (signed) From: Alibaba-NLP in alt.freeweights.embed1.21 GB596MPermissive2026-11-14

BGE-VL-v1.5-mmebHosted (signed) From: BAAI in alt.freeweights.embed15.1 GB7.6BPermissive2026-11-15 LaSER-Qwen3-0.6BHosted (signed) From: Alibaba-NLP in alt.freeweights.embed1.21 GB596MPermissive2026-11-14

bge-small-en-v1.5-GGUFHosted (signed) From: unsloth in alt.freeweights.embed67.7 MB—Permissive2026-11-15 voyage-4-nanoHosted (signed) From: MongoDB in alt.freeweights.embed704 MB346MPermissive2026-11-15

embeddinggemma-300mFrom the publisher From: unsloth in alt.freeweights.gemma1.27 GB303MGated2026-11-15 sentence-bert-swedish-casedHosted (signed) From: KBLab in alt.freeweights.embed1.25 GB125MPermissive2026-11-15 NeoBERTHosted (signed) From: chandar-lab in alt.freeweights.embed982 MB245MPermissive2026-11-15 distilhubertHosted (signed) From: ntu-spml in alt.freeweights.embed188 MB23MPermissive2026-11-15

MOSS-Audio-Tokenizer-v2Hosted (signed) From: OpenMOSS-Team in alt.freeweights.embed8.50 GB2.1BPermissive2026-11-15 ruri-v3-310mHosted (signed) From: cl-nagoya in alt.freeweights.embed1.27 GB315MPermissive2026-11-15 ruri-v3-30mHosted (signed) From: cl-nagoya in alt.freeweights.embed155 MB37MPermissive2026-11-15 ruri-v3-130mHosted (signed) From: cl-nagoya in alt.freeweights.embed537 MB132MPermissive2026-11-15

all-MiniLM-L6-v2-4bitHosted (signed) From: mlx-community in alt.freeweights.embed13.9 MB23MPermissive2026-11-15 camembertav2-baseHosted (signed) From: almanach in alt.freeweights.embed1.34 GB111MPermissive2026-11-15 DenseOnHosted (signed) From: lightonai in alt.freeweights.embed600 MB149MPermissive2026-11-15

all-MiniLM-L6-v2Hosted (signed) From: unsloth in alt.freeweights.embed977 MB23MPermissive2026-11-15

embeddinggemma-300m-4bitFrom the publisher From: mlx-community in alt.freeweights.gemma212 MB308MGated2026-11-15 LCO-Embedding-Omni-7BHosted (signed) From: LCO-Embedding in alt.freeweights.embed17.9 GB8.9BPermissive2026-11-15 NoInstruct-small-Embedding-v0Hosted (signed) From: avsolatorio in alt.freeweights.embed134 MB33MPermissive2026-11-15

Qwen3-Embedding-0.6B-8bitHosted (signed) From: mlx-community in alt.freeweights.qwen649 MB596MPermissive2026-11-15

embeddinggemma-2-bf16Hosted (signed) From: mlx-community in alt.freeweights.gemma1.52 GB744MPermissive2026-11-15 F2LLM-v2-330MHosted (signed) From: codefuse-ai in alt.freeweights.embed683 MB334MPermissive2026-11-15

bge-m3-mlx-fp16Hosted (signed) From: mlx-community in alt.freeweights.embed1.15 GB568MPermissive2026-11-15

bge-m3-mlx-8bitHosted (signed) From: mlx-community in alt.freeweights.embed621 MB568MPermissive2026-11-15

nomicai-modernbert-embed-base-bf16Hosted (signed) From: mlx-community in alt.freeweights.embed302 MB149MPermissive2026-11-15 F2LLM-v2-160MHosted (signed) From: codefuse-ai in alt.freeweights.embed333 MB159MPermissive2026-11-15

Qwen3-Embedding-8B-mxfp8Hosted (signed) From: mlx-community in alt.freeweights.qwen7.82 GB—Permissive2026-11-15

embeddinggemma-300m-qat-q8_0-unquantizedFrom the publisher From: unsloth in alt.freeweights.gemma1.27 GB303MGated2026-11-15

embeddinggemma-300m-qat-q4_0-unquantizedFrom the publisher From: unsloth in alt.freeweights.gemma1.27 GB303MGated2026-11-15

bge-m3Hosted (signed) From: BAAI in alt.freeweights.embed4.59 GB—Permissive2026-11-14

bge-reranker-v2-m3Hosted (signed) From: BAAI in alt.freeweights.embed2.29 GB568MPermissive2026-11-14

embeddinggemma-2Hosted (signed) From: google in alt.freeweights.gemma1.53 GB744MPermissive2026-11-14

embeddinggemma-300m-8bitFrom the publisher From: mlx-community in alt.freeweights.gemma366 MB308MGated2026-11-15

embeddinggemma-300m-bf16From the publisher From: mlx-community in alt.freeweights.gemma654 MB308MGated2026-11-15

Qwen3-Embedding-0.6BHosted (signed) From: Qwen in alt.freeweights.qwen1.21 GB596MPermissive2026-11-14

Qwen3-Reranker-4BHosted (signed) From: Qwen in alt.freeweights.qwen8.06 GB4BPermissive2026-11-14

Qwen3-Embedding-4BHosted (signed) From: Qwen in alt.freeweights.qwen8.06 GB4BPermissive2026-11-14

Qwen3-Embedding-8BHosted (signed) From: Qwen in alt.freeweights.qwen15.2 GB7.6BPermissive2026-11-14

Qwen3-Reranker-0.6BHosted (signed) From: Qwen in alt.freeweights.qwen1.21 GB596MPermissive2026-11-14

Qwen3-VL-Embedding-2BHosted (signed) From: Qwen in alt.freeweights.qwen4.27 GB2.1BPermissive2026-11-14

LFM2.5-Embedding-350M-4bitHosted (signed) From: mlx-community in alt.freeweights.lfm204 MB354MCustom terms2026-11-15

LFM2.5-Embedding-350M-bf16Hosted (signed) From: mlx-community in alt.freeweights.lfm714 MB354MCustom terms2026-11-15 mmarco-mMiniLMv2-L12-H384-v1From the publisher From: cross-encoder in alt.freeweights.embed4.15 GB118MNot reviewed2026-11-15 ms-marco-TinyBERT-L2-v2From the publisher From: cross-encoder in alt.freeweights.embed173 MB4MNot reviewed2026-11-15 ms-marco-TinyBERT-L2From the publisher From: cross-encoder in alt.freeweights.embed173 MB4MNot reviewed2026-11-15 ms-marco-TinyBERT-L6From the publisher From: cross-encoder in alt.freeweights.embed2.62 GB67MNot reviewed2026-11-15 jina-embeddings-v4-text-retrieval-GGUFFrom the publisher From: jinaai in alt.freeweights.text35.5 GB—Not reviewed2026-11-15 jina-embeddings-v4-text-matching-GGUFFrom the publisher From: jinaai in alt.freeweights.text34.1 GB—Not reviewed2026-11-15 jina-embeddings-v4-text-code-GGUFFrom the publisher From: jinaai in alt.freeweights.text34.1 GB—Not reviewed2026-11-15

mdbr-leaf-ir-ONNXFrom the publisher From: onnx-community in alt.freeweights.embed246 MB—Not reviewed2026-11-15 ms-marco-TinyBERT-L4From the publisher From: cross-encoder in alt.freeweights.embed563 MB14MNot reviewed2026-11-15

dac_44khz-ONNXFrom the publisher From: onnx-community in alt.freeweights.embed1.68 GB—Not reviewed2026-11-15

mdbr-leaf-mt-ONNXFrom the publisher From: onnx-community in alt.freeweights.embed247 MB—Not reviewed2026-11-15

codebert-base-ONNXFrom the publisher From: onnx-community in alt.freeweights.embed1.67 GB—Not reviewed2026-11-15

decision-transformer-gym-halfcheetah-mediumFrom the publisher From: onnx-community in alt.freeweights.embed8.06 MB1MNot reviewed2026-11-15

decision-transformer-gym-hopper-expertFrom the publisher From: onnx-community in alt.freeweights.embed8.04 MB1MNot reviewed2026-11-15

wavlm-large-ONNXFrom the publisher From: onnx-community in alt.freeweights.embed2.78 GB—Not reviewed2026-11-15

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From: sentence-transformers <huggingface.co/sentence-transformers>Newsgroups: alt.freeweights.gemmaSubject: embeddinggemma-300m-medicalDate: 2026-11-15

Sentence similarity model with 303M parameters. Safetensors weights, 1.27 GB in all. Published by sentence-transformers under Gemma (custom).

303M params1.27GBembeddinggemma-300m-medicalsafetensorsgated

FactsParams303MSize1.27 GBFormatssafetensorsTasksentence similarityLicenseGemma (custom)From the publisher · Gatedgatedread terms

link only

$ fw info sentence-transformers/embeddinggemma-300m-medical
link only — read the license:
https://huggingface.co/sentence-transformers/embeddinggemma-300m-medical

License and source

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