update model card README.md

README.md

@@ -0,0 +1,66 @@
+---
+license: apache-2.0
+tags:
+- generated_from_trainer
+metrics:
+- accuracy
+model-index:
+- name: multi-emails-hq-pythia-410m-deduped-r1
+  results: []
+---
+
+<!-- This model card has been generated automatically according to the information the Trainer had access to. You
+should probably proofread and complete it, then remove this comment. -->
+
+# multi-emails-hq-pythia-410m-deduped-r1
+
+This model is a fine-tuned version of [EleutherAI/pythia-410m-deduped](https://huggingface.co/EleutherAI/pythia-410m-deduped) on the None dataset.
+It achieves the following results on the evaluation set:
+- Loss: 2.1018
+- Accuracy: 0.6157
+
+## Model description
+
+More information needed
+
+## Intended uses & limitations
+
+More information needed
+
+## Training and evaluation data
+
+More information needed
+
+## Training procedure
+
+### Training hyperparameters
+
+The following hyperparameters were used during training:
+- learning_rate: 0.0002
+- train_batch_size: 8
+- eval_batch_size: 2
+- seed: 69
+- distributed_type: multi-GPU
+- gradient_accumulation_steps: 16
+- total_train_batch_size: 128
+- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
+- lr_scheduler_type: cosine
+- lr_scheduler_warmup_ratio: 0.05
+- num_epochs: 4.0
+
+### Training results
+
+| Training Loss | Epoch | Step | Validation Loss | Accuracy |
+|:-------------:|:-----:|:----:|:---------------:|:--------:|
+| 2.3067        | 1.0   | 38   | 2.3559          | 0.5594   |
+| 1.9243        | 2.0   | 76   | 2.1283          | 0.5975   |
+| 1.5971        | 3.0   | 114  | 2.0759          | 0.6140   |
+| 1.4139        | 4.0   | 152  | 2.1018          | 0.6157   |
+
+
+### Framework versions
+
+- Transformers 4.27.0.dev0
+- Pytorch 2.0.0.dev20230130+cu118
+- Datasets 2.9.0
+- Tokenizers 0.13.2