Datasets:

tensorust
/

hf-model-adoption-sample

model_id stringlengths 11 59	org stringlengths 4 21	family stringlengths 2 21	base_model stringclasses 9 values	derivative stringclasses 3 values	task stringlengths 9 30 ⌀	library stringclasses 6 values	downloads_30d int64 9.54M 179M	downloads_all_time int64 18M 4.23B	likes int64 94 7.37k	trending_score float64 0 56	gated bool 1 class	license stringclasses 3 values	gguf bool 1 class	created_at stringlengths 24 24	last_modified stringlengths 24 24	url stringlengths 34 82	downloads_30d_nov5 float64 9.59M 180M	likes_nov5 float64 94 7.35k	downloads_30d_change_1d float64 -2,012,262 3.1M	likes_change_1d float64 0 18	rank_downloads_30d int64 1 25
sentence-transformers/all-MiniLM-L6-v2	sentence-transformers	BERT family	nreimers/MiniLM-L6-H384-uncased	quantized	sentence-similarity	sentence-transformers	179,340,518	4,225,252,334	6,073	24	false	apache-2.0	false	2022-03-02T23:29:05.000Z	2026-06-01T06:29:13.000Z	https://huggingface.co/sentence-transformers/all-MiniLM-L6-v2	180,244,226	6,071	-903,708	2	1
cross-encoder/ms-marco-MiniLM-L6-v2	cross-encoder	BERT family	cross-encoder/ms-marco-MiniLM-L12-v2	quantized	text-ranking	sentence-transformers	64,330,758	686,750,176	439	1	false	apache-2.0	false	2022-03-02T23:29:05.000Z	2026-08-09T15:22:24.000Z	https://huggingface.co/cross-encoder/ms-marco-MiniLM-L6-v2	64,909,734	439	-578,976	0	2
BAAI/bge-small-en-v1.5	BAAI	E5/BGE/GTE embeddings	null	original	feature-extraction	sentence-transformers	48,008,695	551,658,351	668	5	false	mit	false	2023-09-12T05:20:55.000Z	2024-02-22T03:36:23.000Z	https://huggingface.co/BAAI/bge-small-en-v1.5	48,396,039	666	-387,344	2	3
argmaxinc/whisperkit-coreml	argmaxinc	Whisper	null	original	automatic-speech-recognition	whisperkit	41,163,594	123,442,573	260	0	false	mit	false	2024-02-28T08:05:21.000Z	2026-08-19T16:57:48.000Z	https://huggingface.co/argmaxinc/whisperkit-coreml	38,067,007	260	3,096,587	0	4
Comfy-Org/MiniMax-H3	Comfy-Org	Other	MiniMaxAI/MiniMax-H3	fine-tune	null	diffusion-single-file	32,028,280	83,611,707	2,537	56	false	other	false	2026-07-30T22:36:12.000Z	2026-11-02T21:17:20.000Z	https://huggingface.co/Comfy-Org/MiniMax-H3	31,938,730	2,529	89,550	8	5
openai-community/gpt2	openai-community	gpt2	null	original	text-generation	transformers	30,819,442	966,443,213	3,919	12	false	mit	false	2022-03-02T23:29:04.000Z	2024-02-19T10:57:45.000Z	https://huggingface.co/openai-community/gpt2	30,423,088	3,915	396,354	4	6
google-bert/bert-base-uncased	google-bert	BERT family	null	original	fill-mask	transformers	30,393,311	3,286,667,079	3,063	2	false	apache-2.0	false	2022-03-02T23:29:04.000Z	2024-02-19T11:06:12.000Z	https://huggingface.co/google-bert/bert-base-uncased	30,006,776	3,060	386,535	3	7
BAAI/bge-m3	BAAI	E5/BGE/GTE embeddings	null	original	sentence-similarity	sentence-transformers	30,047,805	359,979,070	3,969	5.5	false	mit	false	2024-01-27T17:07:29.000Z	2024-07-03T14:50:10.000Z	https://huggingface.co/BAAI/bge-m3	30,253,933	3,968	-206,128	1	8
sentence-transformers/paraphrase-multilingual-MiniLM-L12-v2	sentence-transformers	BERT family	null	original	sentence-similarity	sentence-transformers	27,521,613	669,159,707	1,499	2	false	apache-2.0	false	2022-03-02T23:29:05.000Z	2026-01-28T10:02:26.000Z	https://huggingface.co/sentence-transformers/paraphrase-multilingual-MiniLM-L12-v2	27,752,721	1,498	-231,108	1	9
autogluon/chronos-2	autogluon	t5	null	original	time-series-forecasting	chronos-forecasting	27,092,791	102,217,723	94	1	false	apache-2.0	false	2025-10-06T18:52:51.000Z	2026-06-05T11:59:59.000Z	https://huggingface.co/autogluon/chronos-2	26,281,586	94	811,205	0	10
google-t5/t5-small	google-t5	T5	null	original	translation	transformers	22,290,342	304,073,000	692	3	false	apache-2.0	false	2022-03-02T23:29:04.000Z	2023-06-30T02:31:26.000Z	https://huggingface.co/google-t5/t5-small	22,579,643	691	-289,301	1	11
Qwen/Qwen3-0.6B	Qwen	Qwen	Qwen/Qwen3-0.6B-Base	fine-tune	text-generation	transformers	21,472,241	260,217,258	1,882	11	false	apache-2.0	false	2025-04-27T03:40:08.000Z	2025-07-26T03:46:27.000Z	https://huggingface.co/Qwen/Qwen3-0.6B	21,747,681	1,877	-275,440	5	12
sentence-transformers/all-mpnet-base-v2	sentence-transformers	BERT family	null	original	sentence-similarity	sentence-transformers	20,391,022	1,372,319,336	1,404	2	false	apache-2.0	false	2022-03-02T23:29:05.000Z	2025-08-19T10:14:25.000Z	https://huggingface.co/sentence-transformers/all-mpnet-base-v2	20,288,297	1,404	102,725	0	13
openai/clip-vit-base-patch32	openai	CLIP/SigLIP	null	original	zero-shot-image-classification	transformers	17,628,560	713,128,451	1,274	2	false	null	false	2022-03-02T23:29:05.000Z	2024-02-29T09:45:55.000Z	https://huggingface.co/openai/clip-vit-base-patch32	17,638,891	1,273	-10,331	1	14
jonatasgrosman/wav2vec2-large-xlsr-53-japanese	jonatasgrosman	wav2vec/TTS	null	original	automatic-speech-recognition	transformers	16,198,203	125,831,405	118	0	false	apache-2.0	false	2022-03-02T23:29:05.000Z	2022-12-14T01:58:09.000Z	https://huggingface.co/jonatasgrosman/wav2vec2-large-xlsr-53-japanese	16,153,803	118	44,400	0	15
google/vit-base-patch16-224	google	ViT	null	original	image-classification	transformers	15,896,367	206,929,706	1,050	2	false	apache-2.0	false	2022-03-02T23:29:05.000Z	2023-09-05T15:27:12.000Z	https://huggingface.co/google/vit-base-patch16-224	16,245,542	1,050	-349,175	0	16
timm/mobilenetv3_small_100.lamb_in1k	timm	Other	null	original	image-classification	timm	14,452,463	1,189,507,453	157	0	false	apache-2.0	false	2022-12-16T05:38:36.000Z	2026-10-30T09:10:51.000Z	https://huggingface.co/timm/mobilenetv3_small_100.lamb_in1k	14,873,217	157	-420,754	0	17
BAAI/bge-reranker-v2-m3	BAAI	E5/BGE/GTE embeddings	null	original	text-classification	sentence-transformers	14,401,262	165,173,098	1,291	6	false	apache-2.0	false	2024-03-15T13:32:18.000Z	2024-06-24T14:08:45.000Z	https://huggingface.co/BAAI/bge-reranker-v2-m3	14,380,023	1,290	21,239	1	18
Qwen/Qwen3-14B	Qwen	Qwen	Qwen/Qwen3-14B-Base	fine-tune	text-generation	transformers	12,857,255	44,885,354	533	2	false	apache-2.0	false	2025-04-27T03:42:45.000Z	2025-07-26T03:49:23.000Z	https://huggingface.co/Qwen/Qwen3-14B	12,937,511	533	-80,256	0	19
hexgrad/Kokoro-82M	hexgrad	wav2vec/TTS	yl4579/StyleTTS2-LJSpeech	fine-tune	text-to-speech	null	12,034,824	140,964,944	7,368	46	false	apache-2.0	false	2024-12-26T00:20:08.000Z	2025-04-10T18:12:48.000Z	https://huggingface.co/hexgrad/Kokoro-82M	11,880,507	7,350	154,317	18	20
nomic-ai/nomic-embed-text-v1.5	nomic-ai	E5/BGE/GTE embeddings	null	original	sentence-similarity	sentence-transformers	11,686,117	176,745,147	988	0	false	apache-2.0	false	2024-02-10T06:32:35.000Z	2026-04-07T14:17:02.000Z	https://huggingface.co/nomic-ai/nomic-embed-text-v1.5	11,693,217	988	-7,100	0	21
Comfy-Org/Qwen-Image-2.1	Comfy-Org	Qwen	Qwen/Qwen-Image-2.1	fine-tune	text-to-image	diffusion-single-file	10,543,487	17,980,434	1,284	42	false	other	false	2026-09-15T19:41:09.000Z	2026-10-29T23:54:55.000Z	https://huggingface.co/Comfy-Org/Qwen-Image-2.1	10,596,593	1,276	-53,106	8	22
Comfy-Org/Wan-2.2	Comfy-Org	Wan/Hunyuan video	Wan-AI/Wan2.2-Animate-14B	fine-tune	image-to-video	diffusion-single-file	9,723,586	99,704,011	1,003	14	false	apache-2.0	false	2025-07-27T06:56:12.000Z	2026-09-23T06:01:28.000Z	https://huggingface.co/Comfy-Org/Wan-2.2	9,689,488	999	34,098	4	23
Comfy-Org/Z-Image-Turbo	Comfy-Org	Other	Tongyi-MAI/Z-Image-Turbo	fine-tune	null	diffusion-single-file	9,601,922	54,931,125	1,016	7	false	apache-2.0	false	2025-11-26T01:00:52.000Z	2026-09-23T08:02:57.000Z	https://huggingface.co/Comfy-Org/Z-Image-Turbo	9,591,061	1,016	10,861	0	24
google/electra-base-discriminator	google	BERT family	null	original	null	transformers	9,539,134	970,281,160	218	0	false	apache-2.0	false	2022-03-02T23:29:05.000Z	2024-02-29T10:20:20.000Z	https://huggingface.co/google/electra-base-discriminator	11,551,396	218	-2,012,262	0	25

Open Model Adoption Tracker: free sample (Tensorust LLC)

The 50,000 most-pulled open models on Hugging Face with downloads, likes and trend, rolled up by family and org: BERT family, Qwen and E5/BGE/GTE embeddings are the most-pulled named families.

Headline: A lab's own download count understates its reach: most of an open model family's pulls go to other people's fine-tunes, quantizations and merges, and nobody reports that number.

This repository is a free teaser, not the dataset. It holds 25 example rows and a summary table with no names in it. The full file has 50,000 rows and is sold by Tensorust LLC: https://tensorust.com/datasets/hf-model-adoption/.

Files here

file	what it is
`sample.csv`	25 rows of the full file (the same sample shown on tensorust.com)
`summary_by_task.csv`	row counts and totals by task across the full file, no entity names (groups with fewer than 3 rows are folded into "Other")

Summary by task (largest groups)

Task	rows	Downloads, last 30 days
(blank)	19,132	313,304,181
text-generation	13,895	430,487,850
image-text-to-text	4,137	315,766,154
text-to-image	1,698	63,387,815
image-classification	1,080	76,427,990
automatic-speech-recognition	1,023	207,391,156
token-classification	955	53,001,835
text-classification	913	64,256,024
feature-extraction	738	147,524,861
text-to-speech	642	54,666,142
sentence-similarity	617	362,820,092
fill-mask	553	107,061,547
TOTAL	50,000	2,636,516,536

Full table: summary_by_task.csv.

What the full file has

50,000 rows
Key fields: model_id, org, family, base_model, derivative, task, library, downloads_30d, downloads_all_time, likes
Parquet and CSV, a README with sources, method and limits, and the build script
Free 25-row sample (no personal contact data)

Coverage: Top 50,000 models by 30-day downloads (Hugging Face hosts over two million); 9,182 orgs. Hugging Face API pull of Nov 6, 2026 (change columns compare with the Nov 5, 2026 pull of the top 200)

Columns in the full file

column	meaning
`model_id`	Model repo
`org`	Publishing org or user
`family`	Model family
`base_model`	Declared base model
`derivative`	original, fine-tune, quantized, adapter or merge
`task`	Pipeline task
`library`	Library
`downloads_30d`	Downloads in the last 30 days
`downloads_all_time`	All-time downloads
`likes`	Likes
`trending_score`	Hugging Face trending score
`gated`	Gated access
`license`	License tag
`gguf`	Has GGUF files
`created_at`	Created
`last_modified`	Last modified
`url`	Model page
`downloads_30d_nov5`	30-day downloads in the Nov 5 pull (top 200 only)
`likes_nov5`	Likes on Nov 5 (top 200 only)
`downloads_30d_change_1d`	Change since Nov 5
`likes_change_1d`	Like change since Nov 5
`rank_downloads_30d`	Rank by 30-day downloads

Get the full file

tier	price	includes
Snapshot file	$900	All 50,000 models and both rollups.
Weekly tracker	$600 a month	A fresh pull every week with week-over-week change per model, family and org.
Enterprise license	$12,000 a year	Daily pulls, full history, custom family definitions and use across your company.

Email mattbusel@tensorust.com with the tier and a billing contact, and we will send a proper invoice (ACH or card). The file is delivered once the invoice is paid. Details and the live sample: https://tensorust.com/datasets/hf-model-adoption/. All datasets: https://tensorust.com/datasets/

Method and limits

Page through /api/models sorted by downloads, 1,000 at a time, with downloads, all-time downloads, likes, trending score, tags, task and library. Family comes from the base_model tag where present, else the model id, matched against named family patterns (build.py). Derivative type comes from the base_model relation tags. Rollups sum by org and by family. Change columns exist for the 200 models in the Nov 5 pull; each new pull extends the change history.

Not usage or inference volume: a download is a file pull, and CI systems and mirrors inflate some counts. Not the whole Hub (top 50,000 by downloads). Family tagging is pattern-based and can misfile a model. Not affiliated with Hugging Face.

Sources

Hugging Face Hub API, /api/models sorted by downloads, https://huggingface.co/api/models (pulls of Nov 5 and Nov 6 2026)

License

The sample and summary here are free to view, analyze and cite with attribution to "Tensorust LLC, https://tensorust.com/datasets/hf-model-adoption/". The full dataset is licensed separately per tier. No resale or redistribution of Tensorust data without a written license.

Tensorust LLC, Tuckahoe NY. mattbusel@tensorust.com | https://tensorust.com

Downloads last month: 35

Number of rows:

Total file size:

17.3 kB