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distil-large-v3: GPU requirements and price to run | GridPup

Models / distil-large

distil-whisper/distil-large-v3

Speech to text · served with ONNX Runtime · ↓ 596.6K downloads a month · View on Hugging Face

Weights: 480 MB
GPU memory needed: about 1.7 GB
Memory · disk: 8 GB · 30 GB
Licence: mit

Versions

Smaller versions (8-bit, 4-bit) need less GPU memory and answer a little less precisely.

full precisiononnx/decoder_model.onnx480 MB · 1.7 GB GPU full precisiononnx/decoder_model_merged.onnx480 MB · 1.7 GB GPU 8-bitonnx/decoder_model_merged_quantized.onnx120 MB · 1.2 GB GPU 8-bitonnx/decoder_model_quantized.onnx120 MB · 1.2 GB GPU full precisiononnx/decoder_with_past_model.onnx450 MB · 1.7 GB GPU 8-bitonnx/decoder_with_past_model_quantized.onnx110 MB · 1.2 GB GPU full precisiononnx/encoder_model.onnx2.5 GB · 4.8 GB GPU 8-bitonnx/encoder_model_quantized.onnx650 MB · 2 GB GPU

Hardware and deploy

Deploying ONNX models from the catalog is coming soon. Today, download the files from Hugging Face and upload them in Inference.

Prices are per hour for the whole machine and its disk, right now. Speed is Vast's DLPerf score of the machine, relative to the cheapest. Best value: the most speed per dollar. Only machines with a Vast reliability above 95% that download at 400 Mbit/s or more are offered: the machine fetches the model itself.