Most Downloaded Fine-Tunes

The most downloaded fine-tuned models of all time on HuggingFace. Only genuine fine-tunes — no quantizations or format conversions.

Last updated April 3, 2026 · Updated daily

Kokoro-82M by hexgrad holds the #1 position with 9.7M downloads, ahead of WanVideo_comfy at 8.0M.

The top 10 is dominated by hexgrad, Kijai, dima806. This is the first snapshot — future updates will track position changes and emerging trends.

The gap between #1 and #100 is 9.7M vs 389.4K downloads, showing significant concentration at the top.

🥇new

Kokoro-82M

Silver63

hexgrad · TTS · from yl4579/StyleTTS2-LJSpeech

9.7M

downloads

🥈new

WanVideo_comfy

Silver60

Kijai · Other · from Wan-AI/Wan2.1-VACE-1.3B

8.0M

downloads

🥉new

fairface_age_image_detection

Silver50

dima806 · Image Classification · from google/vit-base-patch16-224-in21k

7.0M

downloads

4new

dolphin-2.9.1-yi-1.5-34b

Bronze49

dphn · Code Generation (Uncensored) · from 01-ai/Yi-1.5-34B

4.4M

downloads

5new

all-MiniLM-L12-v2

Silver52

sentence-transformers · Embeddings · from microsoft/MiniLM-L12-H384-uncased

3.7M

downloads

6new

Wav2Vec2-large-xlsr-hindi

Bronze43

theainerd · Speech-to-Text · from facebook/wav2vec2-large-xlsr-53

2.7M

downloads

7new

indonesian-roberta-base-posp-tagger

Bronze43

w11wo · LLM - General · from flax-community/indonesian-roberta-base

2.5M

downloads

8new

Wan2.2-Distill-Loras

Silver50

lightx2v · Image-to-Video · from adapter:Wan-AI/Wan2.2-I2V-A14B

1.8M

downloads

9new

Qwen3.5-35B-A3B-GGUF

Silver53

unsloth · VLM · from Qwen/Qwen3.5-35B-A3B

1.7M

downloads

10new

ms-marco-MiniLM-L12-v2

Bronze48

cross-encoder · Other · from microsoft/MiniLM-L12-H384-uncased

1.7M

downloads

11new

Llama-3.2-1B-Instruct-FP8-dynamic

Bronze38

RedHatAI · Chat & Assistants · from meta-llama/Llama-3.2-1B-Instruct

1.5M

downloads

12new

gemma-2-2b-it-GGUF

Bronze47

bartowski · LLM - General · from google/gemma-2-2b-it

1.5M

downloads

13new

all-MiniLM-L6-v2

Bronze48

Xenova · Embeddings · from sentence-transformers/all-MiniLM-L6-v2

1.5M

downloads

14new

bge-base-en-v1.5

Bronze41

Xenova · Embeddings · from BAAI/bge-base-en-v1.5

1.5M

downloads

15new

InternVL2-2B

Bronze46

OpenGVLab · VLM · from merge:internlm/internlm2-chat-1_8b

1.4M

downloads

16new

Qwen3.5-9B-GGUF

Silver51

unsloth · VLM · from Qwen/Qwen3.5-9B

1.3M

downloads

17new

Qwen3.5-9B-GGUF

Bronze43

lmstudio-community · Other · from Qwen/Qwen3.5-9B

1.3M

downloads

18new

pubmedbert-base-embeddings

Bronze48

NeuML · Embeddings · from microsoft/BiomedNLP-BiomedBERT-base-uncased-abstract-fulltext

1.1M

downloads

19new

gte-reranker-modernbert-base

Bronze46

Alibaba-NLP · Other · from answerdotai/ModernBERT-base

994.6K

downloads

20new

gemma-3-4b-it-qat-4bit

Bronze39

mlx-community · VLM · from OpenGVLab/InternVL3-1B-Instruct

968.6K

downloads

21new

embedic-base

Bronze36

djovak · Embeddings · from intfloat/multilingual-e5-base

950.9K

downloads

22new

segformer-b0-finetuned-ade-512-512

Bronze34

Xenova · Image Segmentation · from nvidia/segformer-b0-finetuned-ade-512-512

926.4K

downloads

23new

Kimi-K2.5

Bronze43

mlx-community · Code Generation · from moonshotai/Kimi-K2.5

923.6K

downloads

24new

Qwen2.5-1.5B-quantized.w8a8

Bronze37

RedHatAI · Chat & Assistants · from Qwen/Qwen2.5-1.5B

894.7K

downloads

25new

SmolVLM-500M-Instruct-GGUF

Bronze44

ggml-org · Other · from HuggingFaceTB/SmolVLM-500M-Instruct

885.5K

downloads

26new

cryptoNER

Bronze41

covalenthq · LLM - General · from FacebookAI/xlm-roberta-base

857.6K

downloads

27new

Llama-3.2-1B-Instruct-Q8_0-GGUF

Bronze44

hugging-quants · Chat & Assistants · from meta-llama/Llama-3.2-1B-Instruct

852.8K

downloads

28new

Llama-3.2-1B-Instruct-FP8

Bronze37

RedHatAI · Chat & Assistants · from meta-llama/Llama-3.2-1B-Instruct

851.5K

downloads

29new

tinygemma3-GGUF

Bronze40

ggml-org · Other · from ngxson/tinygemma3_cifar

839.8K

downloads

30new

Qwen3.5-27B-GGUF

Silver50

unsloth · VLM · from Qwen/Qwen3.5-27B

836.3K

downloads

31new

roberta-base-squad2

Silver52

deepset · LLM - General · from FacebookAI/roberta-base

832.7K

downloads

32new

BioClinical-ModernBERT-base

Bronze43

thomas-sounack · Code Generation · from answerdotai/ModernBERT-base

824.3K

downloads

33new

Wan2.1-VAE-upscale2x

Bronze46

spacepxl · Other · from Wan-AI/Wan2.1-T2V-14B

799.2K

downloads

34new

OneThinker-SFT-Qwen3-8B

Bronze37

OneThink · Other · from Qwen/Qwen3-VL-8B-Instruct

794.5K

downloads

35new

Kimi-K2.5-NVFP4

Bronze45

nvidia · Code Generation · from moonshotai/Kimi-K2.5

788.0K

downloads

36new

Kokoro-82M-bf16

Bronze43

mlx-community · TTS · from yl4579/StyleTTS2-LJSpeech

775.0K

downloads

37new

Qwen3.5-27B-Claude-4.6-Opus-Reasoning-Distilled-GGUF

Silver50

Jackrong · VLM · from Qwen/Qwen3.5-27B

771.6K

downloads

38new

w2v-xls-r-uk

Bronze39

Yehor · Speech-to-Text · from facebook/wav2vec2-xls-r-300m

764.9K

downloads

39new

gemma-3-27b-it-AWQ-INT4

Bronze39

pytorch · VLM · from google/gemma-3-27b-it

714.3K

downloads

40new

Qwen3.5-35B-A3B-AWQ-4bit

Bronze42

cyankiwi · VLM · from Qwen/Qwen3.5-35B-A3B

653.5K

downloads

41new

Qwen3.5-35B-A3B-Uncensored-HauhauCS-Aggressive

Silver52

HauhauCS · VLM · from Qwen/Qwen3.5-35B-A3B

652.3K

downloads

42new

Qwen3-VL-30B-A3B-Instruct-AWQ

Bronze43

QuantTrio · Chat & Assistants · from Qwen/Qwen3-VL-30B-A3B-Instruct

649.0K

downloads

43new

Qwen3-14B-Instruct

Bronze40

OpenPipe · Chat & Assistants · from Qwen/Qwen3-14B-Base

648.2K

downloads

44new

distil-whisper-large-v3-ptbr

Bronze40

freds0 · Speech-to-Text · from distil-whisper/distil-large-v3

643.1K

downloads

45new

wav2vec2-large-xls-r-300m-Urdu

Bronze40

kingabzpro · Speech-to-Text · from facebook/wav2vec2-xls-r-300m

641.0K

downloads

46new

CommunityForensics-DeepfakeDet-ViT

Bronze39

buildborderless · Image Classification · from timm/vit_small_patch16_384.augreg_in21k_ft_in1k

637.6K

downloads

47new

rorshark-vit-base

Bronze35

amunchet · Image Classification · from google/vit-base-patch16-224-in21k

608.5K

downloads

48new

HyperCLOVAX-SEED-Think-14B-GPTQ

Bronze33

K-Compression · Code Generation · from naver-hyperclovax/HyperCLOVAX-SEED-Think-14B

607.7K

downloads

49new

nsfw_image_detector

Bronze44

Freepik · Image Classification · from timm/eva02_base_patch14_448.mim_in22k_ft_in22k_in1k

606.7K

downloads

50new

facial_emotions_image_detection

Bronze46

dima806 · Image Classification · from google/vit-base-patch16-224-in21k

602.8K

downloads

51new

InternVL3_5-GPT-OSS-20B-A4B-Preview-HF

Bronze39

OpenGVLab · VLM · from merge:openai/gpt-oss-20b

589.1K

downloads

52new

Qwen3.5-4B-GGUF

Bronze47

unsloth · VLM · from Qwen/Qwen3.5-4B

580.3K

downloads

53new

Llama-3.2-3B-Instruct-GGUF

Bronze47

bartowski · Chat & Assistants · from meta-llama/Llama-3.2-3B-Instruct

562.6K

downloads

54new

Qwen3-VL-4B-Instruct-AWQ-4bit

Bronze38

cyankiwi · VLM · from Qwen/Qwen3-VL-4B-Instruct

561.1K

downloads

55new

RadEvalModernBERT

Bronze37

IAMJB · Embeddings · from answerdotai/ModernBERT-base

541.7K

downloads

56new

DeepSeek-R1-0528-NVFP4-v2

Bronze41

nvidia · Code Generation · from deepseek-ai/DeepSeek-R1-0528

541.6K

downloads

57new

gpt-oss-20b-MXFP4-Q8

Bronze42

mlx-community · LLM - General · from openai/gpt-oss-20b

540.6K

downloads

58new

llama-3.3-70b-instruct-awq

Bronze42

casperhansen · Chat & Assistants · from meta-llama/Llama-3.1-70B

538.1K

downloads

59new

Molmo2-8B

Bronze46

allenai · VLM · from Qwen/Qwen3-8B

529.7K

downloads

60new

parakeet-tdt-0.6b-v3

Bronze42

mlx-community · Speech-to-Text · from nvidia/parakeet-tdt-0.6b-v3

527.9K

downloads

61new

mmarco-mMiniLMv2-L12-H384-v1

Bronze44

cross-encoder · Other · from nreimers/mMiniLMv2-L12-H384-distilled-from-XLMR-Large

527.7K

downloads

62new

Qwen3-Coder-Next-NVFP4

Bronze42

GadflyII · Code Generation · from Qwen/Qwen3-Coder-Next

527.0K

downloads

63new

Phi-3.5-mini-instruct-GGUF

Bronze41

MaziyarPanahi · Role-Play & Characters · from microsoft/Phi-3.5-mini-instruct

523.2K

downloads

64new

Qwen3.5-4B-FP8

Bronze34

lovedheart · VLM · from Qwen/Qwen3.5-4B

516.2K

downloads

65new

xlm-roberta-base-language-detection

Bronze48

papluca · Other · from FacebookAI/xlm-roberta-base

504.1K

downloads

66new

InternVL2-1B

Bronze44

OpenGVLab · VLM · from merge:Qwen/Qwen2-0.5B-Instruct

502.8K

downloads

67new

ms-marco-TinyBERT-L2-v2

Bronze42

cross-encoder · Other · from nreimers/BERT-Tiny_L-2_H-128_A-2

499.2K

downloads

68new

WanVideo_comfy_fp8_scaled

Bronze49

Kijai · Other · from Wan-AI/Wan2.1-VACE-1.3B

497.2K

downloads

69new

vit-base-nsfw-detector

Bronze44

AdamCodd · Image Classification · from google/vit-base-patch16-384

493.7K

downloads

70new

MedEmbed-base-v0.1

Bronze40

abhinand · Other · from BAAI/bge-base-en-v1.5

492.8K

downloads

71new

Qwen3.5-27B-Claude-4.6-Opus-Reasoning-Distilled

Silver53

Jackrong · VLM · from Qwen/Qwen3.5-27B

487.4K

downloads

72new

parakeet-tdt-0.6b-v2

Bronze42

mlx-community · Speech-to-Text · from nvidia/parakeet-tdt-0.6b-v2

480.9K

downloads

73new

Llama-3.3-70B-Instruct-AWQ

Bronze38

kosbu · Chat & Assistants · from meta-llama/Llama-3.3-70B-Instruct

471.9K

downloads

74new

multilingual-sentiment-analysis

Bronze48

tabularisai · Other · from distilbert/distilbert-base-multilingual-cased

458.7K

downloads

75new

vntl-llama3-8b-v2-gguf

Bronze39

lmg-anon · LLM - General · from rinna/llama-3-youko-8b

458.6K

downloads

76new

Qwen3-Coder-Next-8bit

Bronze34

NexVeridian · Code Generation · from Qwen/Qwen3-Coder-Next

457.7K

downloads

77new

deberta-v3-base-prompt-injection-v2

Bronze44

protectai · Other · from microsoft/deberta-v3-base

455.7K

downloads

78new

Qwen3.5-122B-A10B-GGUF

Bronze46

unsloth · VLM · from Qwen/Qwen3.5-122B-A10B

450.6K

downloads

79new

VibeVoice-Realtime-0.5B

Silver51

microsoft · TTS · from Qwen/Qwen2.5-0.5B

447.0K

downloads

80new

LFM2-24B-A2B-MLX-4bit

Bronze35

lmstudio-community · LLM - General · from LiquidAI/LFM2-24B-A2B

442.1K

downloads

81new

LFM2-24B-A2B-MLX-6bit

Bronze35

lmstudio-community · LLM - General · from LiquidAI/LFM2-24B-A2B

435.8K

downloads

82new

LFM2-24B-A2B-MLX-8bit

Bronze34

lmstudio-community · LLM - General · from LiquidAI/LFM2-24B-A2B

435.0K

downloads

83new

LFM2-24B-A2B-MLX-5bit

Bronze32

lmstudio-community · LLM - General · from LiquidAI/LFM2-24B-A2B

433.7K

downloads

84new

InternVL2-8B

Bronze46

OpenGVLab · VLM · from merge:internlm/internlm2_5-7b-chat

429.6K

downloads

85new

OTel-LLM-1.2B-IT

Bronze32

farbodtavakkoli · Chat & Assistants · from LiquidAI/LFM2.5-1.2B-Instruct

421.2K

downloads

86new

Qwen3.5-35B-A3B-GGUF

Bronze40

lmstudio-community · Other · from Qwen/Qwen3.5-35B-A3B

417.2K

downloads

87new

OTel-Embedding-22M

Bronze32

farbodtavakkoli · Embeddings · from sentence-transformers/all-MiniLM-L6-v2

415.7K

downloads

88new

Qwen2.5-72B-Instruct-abliterated

Bronze42

huihui-ai · Chat & Assistants (Uncensored) · from Qwen/Qwen2.5-72B-Instruct

414.2K

downloads

89new

OTel-Embedding-33M

Bronze32

farbodtavakkoli · Embeddings · from BAAI/bge-small-en-v1.5

413.6K

downloads

90new

OTel-Embedding-34M

Bronze32

farbodtavakkoli · Embeddings · from sentence-transformers/all-MiniLM-L12-v2

413.1K

downloads

91new

Wan2.1

Bronze42

DeepBeepMeep · Other · from Wan-AI/Wan2.1-T2V-1.3B

412.1K

downloads

92new

deberta-v3-large-zeroshot-v2.0

Bronze45

MoritzLaurer · LLM - General · from microsoft/deberta-v3-large

407.5K

downloads

93new

LTX-2

Bronze39

DeepBeepMeep · Other · from Lightricks/LTX-2

404.5K

downloads

94new

TinyLlama-1.1B-Chat-v0.3-GPTQ

Bronze38

TheBloke · Code Generation · from TinyLlama/TinyLlama-1.1B-Chat-v0.3

402.0K

downloads

95new

olmOCR-2-7B-1025

Bronze45

allenai · VLM · from Qwen/Qwen2.5-VL-7B-Instruct

401.1K

downloads

96new

Qwen3-Coder-30B-A3B-Instruct-gptq-8bit

Bronze36

btbtyler09 · Code Generation · from Qwen/Qwen3-Coder-30B-A3B-Instruct

400.7K

downloads

97new

OTel-LLM-1.7B-IT

Bronze32

farbodtavakkoli · LLM - General · from Qwen/Qwen3-1.7B

396.4K

downloads

98new

OTel-LLM-1B-IT

Bronze32

farbodtavakkoli · LLM - General · from google/gemma-3-1b-it

393.8K

downloads

99new

Qwen3.5-27B-AWQ

Bronze41

QuantTrio · VLM · from Qwen/Qwen3.5-27B

393.0K

downloads

100new

langcache-embed-v1

Bronze39

redis · Embeddings · from Alibaba-NLP/gte-modernbert-base

389.4K

downloads

About the Most Downloaded Fine-Tunes Leaderboard

The most downloaded fine-tuned models of all time on HuggingFace. Only genuine fine-tunes — no quantizations or format conversions. This leaderboard tracks the top 100 fine-tuned models ranked by downloads, with daily snapshots to monitor how the rankings evolve over time.

Unlike HuggingFace's default model hub, Fine-Tune Catalog filters out pure quantizations and format conversions (repos that simply re-package a model as GGUF, AWQ, GPTQ, or EXL2 without any new training). Fine-tuned models published in quantized formats are still included — what matters is whether new training happened, not the output format.

Methodology

Rankings are based on total all-time download counts from HuggingFace. Downloads reflect real-world adoption — models and datasets that people actually use in production and research, not just stars or hype.

Rankings are snapshotted daily at 6:00 AM UTC. Position changes shown on the leaderboard compare the current snapshot to the previous day's snapshot. All data is sourced directly from the HuggingFace Hub API and processed through our classification pipeline, which uses tag analysis, model card parsing, and naming pattern detection to identify genuine fine-tunes.

Data Sources

  • HuggingFace Hub API — download counts, likes, trending scores, model metadata, and README/model cards
  • Model card parsing — training datasets, training method (LoRA, DPO, SFT, etc.), framework, hardware, and hyperparameters extracted from README files
  • Tag classification — fine-tune detection via `base_model:finetune:*` and `base_model:quantized:*` HuggingFace tags, plus naming pattern analysis

Who Is This For?

This leaderboard is designed for AI engineers choosing pre-trained models, researchers benchmarking fine-tuning approaches, and developers building AI-powered applications who need to identify the most battle-tested and community-validated models.

Whether you're a beginner exploring what's possible with fine-tuned AI models or an experienced ML engineer looking for the best starting point for your next project, these rankings give you a data-driven way to find the highest quality models without having to wade through thousands of quantizations, format conversions, and abandoned repositories on HuggingFace.

Update Schedule

This leaderboard was last updated on April 3, 2026. Rankings are refreshed daily with the latest download counts, likes, and trending data from HuggingFace. Historical snapshots are preserved to track trends over time — you can see which models are gaining traction and which are losing momentum.

Explore more rankings: Most Liked Fine-Tunes · Highest Quality Fine-Tunes · Top Uncensored Models · Top LLM Fine-Tunes · Top VLM Fine-Tunes · Top Image Generation Fine-Tunes and 16 more leaderboards