Downloads · 30 days
9
5% of all-time downloads
chat_200STEPS_1e6_01beta
tsavage68/chat_200STEPS_1e6_01beta
chat_200STEPS_1e6_01beta is a text generation model from tsavage68. Use it when you need the model to write or continue text. It is set up for transformers.
should probably proofread and complete it, then remove this comment. --
All-time downloads
166
Public
Parameters
6.7B
13.5 GB on disk
Likes
0
Public
Repo makeup
Click a slice to open those files.
.safetensors27 GB · 100%
At a glance
- Task
- Text Generation
- Library
- transformers
- Model type
- llama
- Access
- Public
- Created
- Feb 14, 2024
- Updated
- Feb 14, 2024
- SHA
- 249c244e
Try a prompt
Base models
Model card
From the Hugging Face model README
<!-- 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. -->
chat_200STEPS_1e6_01beta
This model is a fine-tuned version of meta-llama/Llama-2-7b-chat-hf on an unknown dataset. It achieves the following results on the evaluation set:
- Loss: 0.6840
- Rewards/chosen: -0.0632
- Rewards/rejected: -0.0877
- Rewards/accuracies: 0.4637
- Rewards/margins: 0.0245
- Logps/rejected: -19.6678
- Logps/chosen: -17.3765
- Logits/rejected: -0.6331
- Logits/chosen: -0.6330
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: 1e-06
- train_batch_size: 4
- eval_batch_size: 1
- seed: 42
- gradient_accumulation_steps: 2
- total_train_batch_size: 8
- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
- lr_scheduler_type: cosine
- lr_scheduler_warmup_steps: 100
- training_steps: 200
Training results
| Training Loss | Epoch | Step | Validation Loss | Rewards/chosen | Rewards/rejected | Rewards/accuracies | Rewards/margins | Logps/rejected | Logps/chosen | Logits/rejected | Logits/chosen |
|---|---|---|---|---|---|---|---|---|---|---|---|
| 0.6939 | 0.1 | 50 | 0.6917 | -0.0037 | -0.0069 | 0.4901 | 0.0032 | -18.8600 | -16.7813 | -0.5975 | -0.5973 |
| 0.6902 | 0.2 | 100 | 0.6919 | -0.1261 | -0.1323 | 0.4440 | 0.0063 | -20.1147 | -18.0054 | -0.6143 | -0.6142 |
| 0.691 | 0.29 | 150 | 0.6846 | -0.0911 | -0.1153 | 0.4615 | 0.0242 | -19.9439 | -17.6551 | -0.6419 | -0.6418 |
| 0.6838 | 0.39 | 200 | 0.6840 | -0.0632 | -0.0877 | 0.4637 | 0.0245 | -19.6678 | -17.3765 | -0.6331 | -0.6330 |
Framework versions
- Transformers 4.37.2
- Pytorch 2.0.0+cu117
- Datasets 2.17.0
- Tokenizers 0.15.2
- Task
- Text Generation
- Library
- transformers
- Type
- llama
- Created
- Feb 14, 2024
- Updated
- Feb 14, 2024