Note: The sign "x" with a dotted line represents occurring an Out of Memory (OOM). The evaluation utilizes the TNL-1B and 7B models with a batch size of 1 on 64 A100 80GB GPUs. The parallelism size ...

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Full model fine-tuning typically enables the model to achieve better results, but due to the 7B LLM being too large to fit on a single A100 80GB GPU, it is necessary to use FSDP (Fully Sharded Data ...

The $0.89 per hour that io.net charges for NVIDIA A100-80GB groups is a significant discount from the market average of $3 per hour. The price edge comes from io.net's decentralized network ...