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soda-research/
discrete-audio-isoflop-1.8e20-1.93B-d2048-L20-B64-d639f5

Name: discrete-audio-isoflop-1.8e20-1.93B-d2048-L20-B64-d639f5
Availability: InStock

next-token-prediction

isoflop

research

apache-2.0

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Discrete Audio IsoFLOP Model (discrete-audio-isoflop-1.8e20-1.93B-d2048-L20-B64-d639f5)

A suite of discrete audio models trained for our IsoFLOP study as part of SODA, which is a unified next-token prediction on interleaved semantic, acoustic, and text tokens.

🥤 Project Page: https://soda-audio.github.io

For full usage instructions (e.g., inference code), and more information, please refer to the SODA-4B-base model card.

The details for this particular model is as follows:

compute_budget: 1.8e20
param_count (non-embedding): 1.93B
hidden_dim: 2048
num_layers: 20
batch_size: 64
training_step: 57917
hash_key: d639f5

📈 WandB: https://wandb.ai/potsawee/marin/groups/IsoFlop/workspace

soda-research/discrete-audio-isoflop-1.8e20-1.93B-d2048-L20-B64-d639f5

Discrete Audio IsoFLOP Model (discrete-audio-isoflop-1.8e20-1.93B-d2048-L20-B64-d639f5)

soda-research/
discrete-audio-isoflop-1.8e20-1.93B-d2048-L20-B64-d639f5