Small Model Hub

3,618 efficient AI models across 9 domains · Charts · API

Domain

All (3,618)Vision (1,615)3D (743)Embedding (472)Multimodal (305)Edge/Mobile (172)Code (125)Speech (89)Video (49)NLP (48)

Task

All Tasks Speech Recognition (67)Speech (13)audio generation (6)Image Classification (2)voice activity detection (1)

Max Size≤10M ≤50M ≤100M ≤500M All

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

Score

Raw Context (0-100)

Raw benchmark score — scale varies by task

Showing 24 models

#	Model	Domain	Task	Params ↑	GFLOPs	VRAM	Score	Speed	Arch	Source
1	Silero-VAD	Speech	voice activity detection	0.24M	—	1 MB	——	—	—	Qualcomm AI Hub
2	YamNet	Speech	Image Classification	3.73M	—	9 MB	——	—	—	Qualcomm AI Hub
3	abr-ai/niagara-9m-batch.en	Speech	Speech Recognition	9.00M	—	22 MB	——	7158 RTFx	State-space model/CTC	Open ASR
4	abr-ai/niagara-19m-batch.en	Speech	Speech Recognition	20.0M	—	48 MB	——	4324 RTFx	State-space model/CTC	Open ASR
5	abr-ai/niagara-38m-batch.en	Speech	Speech Recognition	38.0M	—	91 MB	——	4015 RTFx	—	Open ASR
6	DeepSpeech2	Speech	Speech	94.6M	—	227 MB	——	—	—	Qualcomm AI Hub
7	HuggingFace-WavLM-Base-Plus	Speech	Speech	95.1M	—	228 MB	——	—	—	Qualcomm AI Hub
8	nvidia/canary-180m-flash	Speech	Speech Recognition	180.0M	—	432 MB	——	2489 RTFx	Conformer-based/Transformer	Open ASR
9	FunASR-Conformer-EN	Speech	Speech	220.0M	—	528 MB	——	—	—	Qualcomm AI Hub
10	soundsgoodai/Zipformer-cr-ctc-transducer-XL-290M	Speech	Speech Recognition	290.0M	—	696 MB	——	158 RTFx	Zipformer/Pruned Stateless Transducer with k2 modified_beam_search	Open ASR
11	soundsgoodai/Zipformer-transducer-XL-290M	Speech	Speech Recognition	290.0M	—	696 MB	——	141 RTFx	Zipformer/RNN-T	Open ASR
12	AutoArk-AI/Audio8-ASR-0.1B	Speech	Speech Recognition	324.0M	—	778 MB	——	719 RTFx	Qwen3-ASR audio encoder/8-layer Qwen-style causal LM	Open ASR
13	ibm-granite/granite-speech-5.0-470m-turboctc	Speech	Speech Recognition	470.0M	—	1.1 GB	——	12946 RTFx	Streaming-style Conformer/CTC	Open ASR
14	ibm-granite/granite-speech-5.0-470m-turboctc-nc	Speech	Speech Recognition	470.0M	—	1.1 GB	——	12762 RTFx	Streaming-style Conformer/CTC	Open ASR
15	nvidia/parakeet-ctc-0.6b	Speech	Speech Recognition	600.0M	—	1.4 GB	——	5870 RTFx	Conformer-based/CTC	Open ASR
16	nvidia/parakeet-rnnt-0.6b	Speech	Speech Recognition	600.0M	—	1.4 GB	——	5431 RTFx	Conformer-based/TDT / RNN-T	Open ASR
17	nvidia/parakeet-tdt-0.6b-v2	Speech	Speech Recognition	600.0M	—	1.4 GB	——	6025 RTFx	Conformer-based/TDT / RNN-T	Open ASR
18	nvidia/parakeet-tdt-0.6b-v3	Speech	Speech Recognition	600.0M	—	1.4 GB	——	6076 RTFx	Conformer-based/TDT / RNN-T	Open ASR
19	nvidia/nemotron-speech-streaming-en-0.6b	Speech	Speech Recognition	620.0M	—	1.5 GB	——	1167 RTFx	FastConformer (cache-aware)/RNNT	Open ASR
20	nvidia/nemotron-3.5-asr-streaming-0.6b	Speech	Speech Recognition	640.0M	—	1.5 GB	——	1345 RTFx	FastConformer (cache-aware)/RNNT	Open ASR
21	Qwen/Qwen3-ASR-0.6B-hf	Speech	Speech Recognition	780.0M	—	1.8 GB	——	744 RTFx	Custom/Qwen3	Open ASR
22	distil-whisper/distil-large-v3.5	Speech	Speech Recognition	800.0M	—	1.9 GB	——	879 RTFx	Whisper/Transformer	Open ASR
23	openai/whisper-large-v3-turbo	Speech	Speech Recognition	800.0M	—	1.9 GB	——	797 RTFx	Whisper/Transformer	Open ASR
24	FunAudioLLM/Fun-ASR-Nano-2512-hf	Speech	Speech Recognition	830.0M	—	1.9 GB	——	497 RTFx	Qwen3-ASR/Custom	Open ASR