End of training
Browse files- README.md +17 -1
- all_results.json +13 -0
- config.json +1 -1
- eval_results.json +16 -0
README.md
CHANGED
@@ -2,9 +2,15 @@
|
|
2 |
license: llama2
|
3 |
base_model: Minbyul/meditron-7b-wo-medication_qa-sft
|
4 |
tags:
|
|
|
5 |
- trl
|
6 |
- dpo
|
7 |
- generated_from_trainer
|
|
|
|
|
|
|
|
|
|
|
8 |
model-index:
|
9 |
- name: meditron-7b-dpo-full-sft-wo-medication_qa
|
10 |
results: []
|
@@ -15,7 +21,17 @@ should probably proofread and complete it, then remove this comment. -->
|
|
15 |
|
16 |
# meditron-7b-dpo-full-sft-wo-medication_qa
|
17 |
|
18 |
-
This model is a fine-tuned version of [Minbyul/meditron-7b-wo-medication_qa-sft](https://huggingface.co/Minbyul/meditron-7b-wo-medication_qa-sft) on
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
19 |
|
20 |
## Model description
|
21 |
|
|
|
2 |
license: llama2
|
3 |
base_model: Minbyul/meditron-7b-wo-medication_qa-sft
|
4 |
tags:
|
5 |
+
- alignment-handbook
|
6 |
- trl
|
7 |
- dpo
|
8 |
- generated_from_trainer
|
9 |
+
- trl
|
10 |
+
- dpo
|
11 |
+
- generated_from_trainer
|
12 |
+
datasets:
|
13 |
+
- HuggingFaceH4/ultrafeedback_binarized
|
14 |
model-index:
|
15 |
- name: meditron-7b-dpo-full-sft-wo-medication_qa
|
16 |
results: []
|
|
|
21 |
|
22 |
# meditron-7b-dpo-full-sft-wo-medication_qa
|
23 |
|
24 |
+
This model is a fine-tuned version of [Minbyul/meditron-7b-wo-medication_qa-sft](https://huggingface.co/Minbyul/meditron-7b-wo-medication_qa-sft) on the HuggingFaceH4/ultrafeedback_binarized dataset.
|
25 |
+
It achieves the following results on the evaluation set:
|
26 |
+
- Loss: 0.6342
|
27 |
+
- Rewards/chosen: -0.0725
|
28 |
+
- Rewards/rejected: -0.3037
|
29 |
+
- Rewards/accuracies: 0.7812
|
30 |
+
- Rewards/margins: 0.2312
|
31 |
+
- Logps/rejected: -613.1050
|
32 |
+
- Logps/chosen: -394.9411
|
33 |
+
- Logits/rejected: -1.0634
|
34 |
+
- Logits/chosen: -1.1747
|
35 |
|
36 |
## Model description
|
37 |
|
all_results.json
CHANGED
@@ -1,5 +1,18 @@
|
|
1 |
{
|
2 |
"epoch": 0.99,
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
3 |
"train_loss": 0.5082056158680027,
|
4 |
"train_runtime": 904.9767,
|
5 |
"train_samples": 3790,
|
|
|
1 |
{
|
2 |
"epoch": 0.99,
|
3 |
+
"eval_logits/chosen": -1.1746665239334106,
|
4 |
+
"eval_logits/rejected": -1.0633888244628906,
|
5 |
+
"eval_logps/chosen": -394.94110107421875,
|
6 |
+
"eval_logps/rejected": -613.10498046875,
|
7 |
+
"eval_loss": 0.6342011094093323,
|
8 |
+
"eval_rewards/accuracies": 0.78125,
|
9 |
+
"eval_rewards/chosen": -0.07253288477659225,
|
10 |
+
"eval_rewards/margins": 0.23117530345916748,
|
11 |
+
"eval_rewards/rejected": -0.30370816588401794,
|
12 |
+
"eval_runtime": 30.5473,
|
13 |
+
"eval_samples": 240,
|
14 |
+
"eval_samples_per_second": 7.857,
|
15 |
+
"eval_steps_per_second": 0.262,
|
16 |
"train_loss": 0.5082056158680027,
|
17 |
"train_runtime": 904.9767,
|
18 |
"train_samples": 3790,
|
config.json
CHANGED
@@ -23,6 +23,6 @@
|
|
23 |
"tie_word_embeddings": false,
|
24 |
"torch_dtype": "bfloat16",
|
25 |
"transformers_version": "4.39.0.dev0",
|
26 |
-
"use_cache":
|
27 |
"vocab_size": 32017
|
28 |
}
|
|
|
23 |
"tie_word_embeddings": false,
|
24 |
"torch_dtype": "bfloat16",
|
25 |
"transformers_version": "4.39.0.dev0",
|
26 |
+
"use_cache": true,
|
27 |
"vocab_size": 32017
|
28 |
}
|
eval_results.json
ADDED
@@ -0,0 +1,16 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
1 |
+
{
|
2 |
+
"epoch": 0.99,
|
3 |
+
"eval_logits/chosen": -1.1746665239334106,
|
4 |
+
"eval_logits/rejected": -1.0633888244628906,
|
5 |
+
"eval_logps/chosen": -394.94110107421875,
|
6 |
+
"eval_logps/rejected": -613.10498046875,
|
7 |
+
"eval_loss": 0.6342011094093323,
|
8 |
+
"eval_rewards/accuracies": 0.78125,
|
9 |
+
"eval_rewards/chosen": -0.07253288477659225,
|
10 |
+
"eval_rewards/margins": 0.23117530345916748,
|
11 |
+
"eval_rewards/rejected": -0.30370816588401794,
|
12 |
+
"eval_runtime": 30.5473,
|
13 |
+
"eval_samples": 240,
|
14 |
+
"eval_samples_per_second": 7.857,
|
15 |
+
"eval_steps_per_second": 0.262
|
16 |
+
}
|