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Whisper Large V3 on NVIDIA GeForce RTX 4070 Ti 12GB

NVIDIA GeForce RTX 4070 Ti 12GB runs Whisper Large V3 excellently at FP16. This is a strong pairing.

Model Size

1.55B

Device VRAM

12 GB

Bandwidth

504 GB/s

Quantizations Tested

1

Performance by Quantization

Each row shows Whisper Large V3 performance at a different quality level on NVIDIA GeForce RTX 4070 Ti 12GB.

QuantizationSpeedTTFTFits in VRAMRatingConfidence
FP16✓ YesExcellentestimated

Notes

FP16

Full FP16 quality. Real-time transcription with headroom.

About Whisper Large V3

Whisper Large V3 (1.55B) is a transcription model. OpenAI's best open speech-to-text model. Supports 99 languages. Near-human accuracy for English. Low VRAM requirements — runs on any GPU. Useful for builders who need voice-to-code or meeting transcription.

View all Whisper Large V3 hardware options →

About NVIDIA GeForce RTX 4070 Ti 12GB

NVIDIA GeForce RTX 4070 Ti 12GB has 12 GB at 504 GB/s. Street price: $749.

See all models NVIDIA GeForce RTX 4070 Ti 12GB can run →

Source: Transcription model. FP16 3.1GB fits easily (2026-03-15)

Data last updated: 2026-03-01