Models / TinyBERT_L-4_H-312

TinyBERT_L-4_H-312 by nreimers

GPU memory needed (smallest version of each): TinyBERT_L-4_H-312 about 1.5 GB. The cheapest runs on RTX 3060 from $0.09/h right now.

1 model · ↓ 166.4K downloads a month · from $0.09/h on RTX 3060 right now. Each model's versions do the same job; quantized ones (AWQ, FP8, 4-bit) need less GPU memory and run on cheaper machines.

TinyBERT_L-4_H-312

Version	Runtime	Weights	GPU memory	Cheapest machine now
Originalnreimers/TinyBERT_L-4_H-312_v2	vLLM	30 MB	1.5 GB	$0.09/h RTX 3060
ms marco TinyBERT L4 (cross-encoder)cross-encoder/ms-marco-TinyBERT-L4	vLLM	30 MB	1.5 GB	$0.09/h RTX 3060

Model details come from Hugging Face and are refreshed daily; prices follow the live offers. GPU memory is GridPup's estimate: the weights, room for an 8,192-token conversation (chat models) and the runtime's own memory. Large models are split across the GPUs of one machine ("4x RTX 4090").

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