Small Model Hub

3,378 efficient AI models across 7 domains · Charts · API

Domain

All (3,378)Vision (1,615)3D (771)Embedding (428)Multimodal (299)Code (125)Speech (91)Video (49)

Task

All Tasks Image Classification (1,543)3D Object Detection (771)Text Embedding (428)Vision-Language (285)Code Generation (125)Speech Recognition (91)Object Detection (65)Video Understanding (49)UI Understanding (14)Font Identification (7)

Max Size≤10M ≤50M ≤100M ≤500M All

Max VRAM≤512MB ≤1GB ≤2GB ≤4GB ≤8GB All

Score

Raw Context (0-100)

Percentile rank within each task — comparable across domains

Showing 39 models

#	Model	Domain	Task	Params ↑	GFLOPs	VRAM	Context	Speed	Arch	Source
1	nvidia/stt_en_conformer_ctc_small	Speech	Speech Recognition	10.0M	—	24 MB	—	6258 RTFx	Conformer-based/CTC	Open ASR
2	nvidia/stt_en_conformer_transducer_small	Speech	Speech Recognition	14.0M	—	34 MB	—	5557 RTFx	Conformer-based/TDT / RNN-T	Open ASR
3	abr-ai/niagara-19m-batch.en	Speech	Speech Recognition	20.0M	—	48 MB	—	3735 RTFx	—	Open ASR
4	usefulsensors/moonshine-streaming-tiny	Speech	Speech Recognition	30.0M	—	72 MB	—	4375 RTFx	Custom/Transformer	Open ASR
5	usefulsensors/moonshine-tiny	Speech	Speech Recognition	30.0M	—	72 MB	—	3733 RTFx	Custom/Transformer	Open ASR
6	abr-ai/niagara-38m-batch.en	Speech	Speech Recognition	38.0M	—	91 MB	—	4049 RTFx	—	Open ASR
7	usefulsensors/moonshine-base	Speech	Speech Recognition	60.0M	—	144 MB	—	2767 RTFx	Custom/Transformer	Open ASR
8	facebook/data2vec-audio-base-960h	Speech	Speech Recognition	90.0M	—	216 MB	—	2930 RTFx	Self-supervised/CTC	Open ASR
9	facebook/wav2vec2-base-960h	Speech	Speech Recognition	90.0M	—	216 MB	—	3366 RTFx	Self-supervised/CTC	Open ASR
10	nvidia/parakeet-tdt_ctc-110m	Speech	Speech Recognition	110.0M	—	264 MB	—	6119 RTFx	Conformer-based/"CTC	Open ASR
11	nvidia/stt_en_fastconformer_transducer_large	Speech	Speech Recognition	110.0M	—	264 MB	—	6033 RTFx	Conformer-based/TDT / RNN-T	Open ASR
12	nvidia/stt_en_conformer_ctc_large	Speech	Speech Recognition	120.0M	—	288 MB	—	5732 RTFx	Conformer-based/CTC	Open ASR
13	nvidia/stt_en_fastconformer_ctc_large	Speech	Speech Recognition	120.0M	—	288 MB	—	6027 RTFx	Conformer-based/CTC	Open ASR
14	usefulsensors/moonshine-streaming-small	Speech	Speech Recognition	120.0M	—	288 MB	—	3206 RTFx	Custom/Transformer	Open ASR
15	nvidia/canary-180m-flash	Speech	Speech Recognition	180.0M	—	432 MB	—	2484 RTFx	Conformer-based/Transformer	Open ASR
16	usefulsensors/moonshine-streaming-medium	Speech	Speech Recognition	240.0M	—	576 MB	—	2681 RTFx	Custom/Transformer	Open ASR
17	soundsgoodai/Zipformer-cr-ctc-transducer-XL-290M	Speech	Speech Recognition	290.0M	—	696 MB	—	160 RTFx	Zipformer/Pruned Stateless Transducer with k2 modified_beam_search	Open ASR
18	soundsgoodai/Zipformer-transducer-XL-290M	Speech	Speech Recognition	290.0M	—	696 MB	—	141 RTFx	Zipformer/RNN-T	Open ASR
19	facebook/wav2vec2-large-robust-ft-libri-960h	Speech	Speech Recognition	300.0M	—	720 MB	—	3058 RTFx	Self-supervised/CTC	Open ASR
20	facebook/data2vec-audio-large-960h	Speech	Speech Recognition	310.0M	—	744 MB	—	2374 RTFx	Self-supervised/CTC	Open ASR
21	facebook/hubert-large-ls960-ft	Speech	Speech Recognition	320.0M	—	768 MB	—	3024 RTFx	Self-supervised/CTC	Open ASR
22	facebook/wav2vec2-large-960h	Speech	Speech Recognition	320.0M	—	768 MB	—	3614 RTFx	Self-supervised/CTC	Open ASR
23	facebook/wav2vec2-large-960h-lv60-self	Speech	Speech Recognition	320.0M	—	768 MB	—	3010 RTFx	Self-supervised/CTC	Open ASR
24	speechbrain/asr-wav2vec2-librispeech	Speech	Speech Recognition	320.0M	—	768 MB	—	3628 RTFx	Self-supervised/CTC	Open ASR
25	AutoArk-AI/Audio8-ASR-0.1B	Speech	Speech Recognition	324.0M	—	778 MB	—	709 RTFx	Qwen3-ASR audio encoder/8-layer Qwen-style causal LM	Open ASR
26	speechbrain/asr-conformer-largescaleasr	Speech	Speech Recognition	480.0M	—	1.1 GB	—	72 RTFx	Conformer-based/"Transformer	Open ASR
27	facebook/wav2vec2-conformer-rope-large-960h-ft	Speech	Speech Recognition	600.0M	—	1.4 GB	—	1723 RTFx	"Self-supervised/Conformer-based"	Open ASR
28	nvidia/parakeet-ctc-0.6b	Speech	Speech Recognition	600.0M	—	1.4 GB	—	5884 RTFx	Conformer-based/CTC	Open ASR
29	nvidia/parakeet-rnnt-0.6b	Speech	Speech Recognition	600.0M	—	1.4 GB	—	5407 RTFx	Conformer-based/TDT / RNN-T	Open ASR
30	nvidia/parakeet-tdt-0.6b-v2	Speech	Speech Recognition	600.0M	—	1.4 GB	—	6038 RTFx	Conformer-based/TDT / RNN-T	Open ASR
31	nvidia/parakeet-tdt-0.6b-v3	Speech	Speech Recognition	600.0M	—	1.4 GB	—	6098 RTFx	Conformer-based/TDT / RNN-T	Open ASR
32	facebook/wav2vec2-conformer-rel-pos-large-960h-ft	Speech	Speech Recognition	620.0M	—	1.5 GB	—	1415 RTFx	"Self-supervised/Conformer-based"	Open ASR
33	nvidia/nemotron-speech-streaming-en-0.6b	Speech	Speech Recognition	620.0M	—	1.5 GB	—	1071 RTFx	FastConformer (cache-aware)/RNNT	Open ASR
34	nvidia/nemotron-3.5-asr-streaming-0.6b	Speech	Speech Recognition	640.0M	—	1.5 GB	—	1490 RTFx	FastConformer (cache-aware)/RNNT	Open ASR
35	efficient-speech/lite-whisper-large-v3-turbo-acc	Speech	Speech Recognition	700.0M	—	1.6 GB	—	327 RTFx	Whisper/Transformer	Open ASR
36	Qwen/Qwen3-ASR-0.6B	Speech	Speech Recognition	780.0M	—	1.8 GB	—	439 RTFx	Custom/Qwen3	Open ASR
37	Qwen/Qwen3-ASR-0.6B-hf	Speech	Speech Recognition	780.0M	—	1.8 GB	—	730 RTFx	Custom/Qwen3	Open ASR
38	distil-whisper/distil-large-v3.5	Speech	Speech Recognition	800.0M	—	1.9 GB	—	874 RTFx	Whisper/Transformer	Open ASR
39	openai/whisper-large-v3-turbo	Speech	Speech Recognition	800.0M	—	1.9 GB	—	783 RTFx	Whisper/Transformer	Open ASR