shorecode/t5-efficient-tiny-summarizer-general-purpose-v2

By shorecode · ↓ 6 · ♥ 1 · Updated 2025-11-05

What's in this repo

This page lists the files in shorecode/t5-efficient-tiny-summarizer-general-purpose-v2, including decoder_model.onnx, decoder_with_past_model.onnx, encoder_model.onnx.

3 ONNX models (.onnx files)
106 files, including 50 .json, 16 .pt, 16 .bin, 8 .pth, 8 .model, 3 .onnx
Last updated 2025-11-05

ONNX files

File	Size	Download
onnx/decoder_model.onnx	—	Download
onnx/decoder_with_past_model.onnx	—	Download
onnx/encoder_model.onnx	—	Download

How to use

These ONNX files can be loaded with ONNX Runtime. To inspect a model graph, upload the file to the Netron viewer. Download links point to the original files on Hugging Face.

README

Deprecated

Please visit https://huggingface.co/shorecode/t5-efficient-tiny-summarizer-general-purpose-v3 for an improved version

This model was built to shorten text that is injected into LLM prompts to reduce API calling costs

Very high compression (7x) meaning the text is 7 times smaller when sent to your LLM provider!

https://api.wandb.ai/links/shorecode-shorecode-llc/nqr415rk

Model info

transformers

transformers pytorch tf onnx safetensors t5 text2text-generation summary summarizer en dataset:shorecode/summary-collection-200k-rows base_model:google/t5-efficient-tiny-nh8

↓ 6 ♥ 1

Created: 2025-10-20

Updated: 2025-11-05

View on Hugging Face

Files (106)

.gitattributes

README.md

Screenshot_20251030_222933.png

checkpoint-13000/config.json

checkpoint-13000/generation_config.json

checkpoint-13000/optimizer.pt

checkpoint-13000/pytorch_model.bin

checkpoint-13000/rng_state.pth

checkpoint-13000/scheduler.pt

checkpoint-13000/special_tokens_map.json

checkpoint-13000/spiece.model

checkpoint-13000/tokenizer.json

checkpoint-13000/tokenizer_config.json

checkpoint-13000/trainer_state.json

checkpoint-13000/training_args.bin

checkpoint-18000/config.json

checkpoint-18000/generation_config.json

checkpoint-18000/optimizer.pt

checkpoint-18000/pytorch_model.bin

checkpoint-18000/rng_state.pth

checkpoint-18000/scheduler.pt

checkpoint-18000/special_tokens_map.json

checkpoint-18000/spiece.model

checkpoint-18000/tokenizer.json

checkpoint-18000/tokenizer_config.json

checkpoint-18000/trainer_state.json

checkpoint-18000/training_args.bin

checkpoint-23000/config.json

checkpoint-23000/generation_config.json

checkpoint-23000/optimizer.pt

checkpoint-23000/pytorch_model.bin

checkpoint-23000/rng_state.pth

checkpoint-23000/scheduler.pt

checkpoint-23000/special_tokens_map.json

checkpoint-23000/spiece.model

checkpoint-23000/tokenizer.json

checkpoint-23000/tokenizer_config.json

checkpoint-23000/trainer_state.json

checkpoint-23000/training_args.bin

checkpoint-27000/config.json

checkpoint-27000/generation_config.json

checkpoint-27000/optimizer.pt

checkpoint-27000/pytorch_model.bin

checkpoint-27000/rng_state.pth

checkpoint-27000/scheduler.pt

checkpoint-27000/special_tokens_map.json

checkpoint-27000/spiece.model

checkpoint-27000/tokenizer.json

checkpoint-27000/tokenizer_config.json

checkpoint-27000/trainer_state.json

checkpoint-27000/training_args.bin

checkpoint-27705/config.json

checkpoint-27705/generation_config.json

checkpoint-27705/optimizer.pt

checkpoint-27705/pytorch_model.bin

checkpoint-27705/rng_state.pth

checkpoint-27705/scheduler.pt

checkpoint-27705/special_tokens_map.json

checkpoint-27705/spiece.model

checkpoint-27705/tokenizer.json

checkpoint-27705/tokenizer_config.json

checkpoint-27705/trainer_state.json

checkpoint-27705/training_args.bin

checkpoint-3000/config.json

checkpoint-3000/generation_config.json

checkpoint-3000/optimizer.pt

checkpoint-3000/pytorch_model.bin

checkpoint-3000/rng_state.pth

checkpoint-3000/scheduler.pt

checkpoint-3000/special_tokens_map.json

checkpoint-3000/spiece.model

checkpoint-3000/tokenizer.json

checkpoint-3000/tokenizer_config.json

checkpoint-3000/trainer_state.json

checkpoint-3000/training_args.bin

checkpoint-8000/config.json

checkpoint-8000/generation_config.json

checkpoint-8000/optimizer.pt

checkpoint-8000/pytorch_model.bin

checkpoint-8000/rng_state.pth

checkpoint-8000/scheduler.pt

checkpoint-8000/special_tokens_map.json

checkpoint-8000/spiece.model

checkpoint-8000/tokenizer.json

checkpoint-8000/tokenizer_config.json

checkpoint-8000/trainer_state.json

checkpoint-8000/training_args.bin

config.json

generation_config.json

model.safetensors

onnx/config.json

onnx/decoder_model.onnx ONNX

onnx/decoder_with_past_model.onnx ONNX

onnx/encoder_model.onnx ONNX

onnx/generation_config.json

optimizer.pt

pytorch_model.bin

rng_state.pth

scheduler.pt

special_tokens_map.json

spiece.model

tf_model.h5

tokenizer.json

tokenizer_config.json

trainer_state.json

training_args.bin

Related models

More models

No task type declared.