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Jam-Contextsum
Jam-Contextsum is a GPT2-like model finetuned to generate summary on why the method exists.
Jam-Contextsum Training Details
- ckpt_pretrain is the file that we use to finetune the model for generating the summary on why the method exists
- Our GitHub repo contains the code for reproduction using the same data.
ckpt_pretrain.pt
| Hyperparameter | Description | Value |
|---|---|---|
| e | embedding dimensions | 512 |
| L | number of layers | 4 |
| h | attention heads | 4 |
| c | block size / context length | 1,024 |
| b | batch size | 4 |
| a | accumulation steps | 32 |
| d | dropout | 0.20 |
| r | learning rate | 3e-5 |
| y | iterations | 1e-5 |
| iter | number of iterations after pretraing | 137,900 |