Commit
•
66e7346
1
Parent(s):
cb65242
Update README.md
Browse files
README.md
CHANGED
|
@@ -1,47 +1,62 @@
|
|
| 1 |
---
|
| 2 |
-
license:
|
| 3 |
-
base_model: ZhangShenao/
|
| 4 |
tags:
|
| 5 |
- alignment-handbook
|
| 6 |
-
- trl
|
| 7 |
- dpo
|
| 8 |
-
- generated_from_trainer
|
| 9 |
- trl
|
| 10 |
-
-
|
| 11 |
-
- generated_from_trainer
|
| 12 |
datasets:
|
| 13 |
-
-
|
| 14 |
-
- original
|
| 15 |
model-index:
|
| 16 |
-
- name:
|
| 17 |
results: []
|
| 18 |
---
|
| 19 |
|
|
|
|
|
|
|
| 20 |
<!-- This model card has been generated automatically according to the information the Trainer had access to. You
|
| 21 |
should probably proofread and complete it, then remove this comment. -->
|
| 22 |
|
| 23 |
-
# 0.0001_1SELM_Llama_iter_3
|
| 24 |
|
| 25 |
-
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 26 |
|
| 27 |
## Model description
|
| 28 |
|
| 29 |
-
More information needed
|
| 30 |
|
| 31 |
-
## Intended uses & limitations
|
| 32 |
|
| 33 |
-
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 34 |
|
| 35 |
-
## Training and evaluation data
|
| 36 |
|
| 37 |
-
|
|
|
|
|
|
|
|
|
|
|
|
|
| 38 |
|
| 39 |
-
## Training procedure
|
| 40 |
|
| 41 |
### Training hyperparameters
|
| 42 |
|
| 43 |
The following hyperparameters were used during training:
|
| 44 |
-
-
|
|
|
|
| 45 |
- train_batch_size: 4
|
| 46 |
- eval_batch_size: 4
|
| 47 |
- seed: 42
|
|
|
|
| 1 |
---
|
| 2 |
+
license: mit
|
| 3 |
+
base_model: ZhangShenao/SELM-Llama-3-8B-Instruct-iter-2
|
| 4 |
tags:
|
| 5 |
- alignment-handbook
|
|
|
|
| 6 |
- dpo
|
|
|
|
| 7 |
- trl
|
| 8 |
+
- selm
|
|
|
|
| 9 |
datasets:
|
| 10 |
+
- HuggingFaceH4/ultrafeedback_binarized
|
|
|
|
| 11 |
model-index:
|
| 12 |
+
- name: SELM-Llama-3-8B-Instruct-iter-3
|
| 13 |
results: []
|
| 14 |
---
|
| 15 |
|
| 16 |
+
|
| 17 |
+
|
| 18 |
<!-- This model card has been generated automatically according to the information the Trainer had access to. You
|
| 19 |
should probably proofread and complete it, then remove this comment. -->
|
| 20 |
|
|
|
|
| 21 |
|
| 22 |
+
|
| 23 |
+
Self-Exploring Language Models: Active Preference Elicitation for Online Alignment.
|
| 24 |
+
|
| 25 |
+
|
| 26 |
+
|
| 27 |
+
# SELM-Llama-3-8B-Instruct-iter-3
|
| 28 |
+
|
| 29 |
+
|
| 30 |
+
|
| 31 |
+
This model is a fine-tuned version of [ZhangShenao/SELM-Llama-3-8B-Instruct-iter-2](https://huggingface.co/ZhangShenao/SELM-Llama-3-8B-Instruct-iter-2) using synthetic data based on on the HuggingFaceH4/ultrafeedback_binarized dataset.
|
| 32 |
+
|
| 33 |
+
|
| 34 |
|
| 35 |
## Model description
|
| 36 |
|
|
|
|
| 37 |
|
|
|
|
| 38 |
|
| 39 |
+
- Model type: A 8B parameter Llama3-based Self-Exploring Language Models (SELM).
|
| 40 |
+
- License: MIT
|
| 41 |
+
|
| 42 |
+
|
| 43 |
+
|
| 44 |
+
## Results
|
| 45 |
+
|
| 46 |
|
|
|
|
| 47 |
|
| 48 |
+
| | AlpacaEval 2.0 (LC WR) | MT-Bench (Average) |
|
| 49 |
+
|----------------------------------------|------------------------|--------------------|
|
| 50 |
+
| [SELM-Llama-3-8B-Instruct-iter-3](https://huggingface.co/ZhangShenao/SELM-Llama-3-8B-Instruct-iter-3) |        33.47 |       8.29 |
|
| 51 |
+
| [SELM-Llama-3-8B-Instruct-iter-2](https://huggingface.co/ZhangShenao/SELM-Llama-3-8B-Instruct-iter-2) |        35.65 |       8.09 |
|
| 52 |
+
| [SELM-Llama-3-8B-Instruct-iter-1](https://huggingface.co/ZhangShenao/SELM-Llama-3-8B-Instruct-iter-1) |        32.02 |       7.89 |
|
| 53 |
|
|
|
|
| 54 |
|
| 55 |
### Training hyperparameters
|
| 56 |
|
| 57 |
The following hyperparameters were used during training:
|
| 58 |
+
- alpha: 0.0001
|
| 59 |
+
- beta: 0.01
|
| 60 |
- train_batch_size: 4
|
| 61 |
- eval_batch_size: 4
|
| 62 |
- seed: 42
|