davidkim205
commited on
Update README.md
Browse files
README.md
CHANGED
@@ -125,9 +125,98 @@ This method proposes a novel method for generating datasets for DPO (Self-superv
|
|
125 |
* **Model Developers** : davidkim(changyeon kim)
|
126 |
* **Repository** : [https://github.com/davidkim205/nox](https://github.com/davidkim205/nox)
|
127 |
* **base mode** : abacusai/Smaug-72B-v0.1
|
128 |
-
* **sft dataset** :
|
129 |
-
* **dpo dataset** :
|
130 |
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
131 |
## Evaluation
|
132 |
### [Open LLM Leaderboard](https://huggingface.co/spaces/HuggingFaceH4/open_llm_leaderboard)
|
133 |
| **model** | **average** | **arc** | **hellaswag** | **mmlu** | **truthfulQA** | **winogrande** | **GSM8k** |
|
|
|
125 |
* **Model Developers** : davidkim(changyeon kim)
|
126 |
* **Repository** : [https://github.com/davidkim205/nox](https://github.com/davidkim205/nox)
|
127 |
* **base mode** : abacusai/Smaug-72B-v0.1
|
128 |
+
* **sft dataset** : datasets_enconv_4m
|
129 |
+
* **dpo dataset** : datasets_encomp_151k
|
130 |
|
131 |
+
## sft dataset info : datasets_enconv_4m
|
132 |
+
### 100k random shuffle datasets
|
133 |
+
- stack-exchange-preferences
|
134 |
+
- SlimOrca
|
135 |
+
- alpaca-gpt4
|
136 |
+
- SHP
|
137 |
+
- HC3
|
138 |
+
- databricks-dolly-15k
|
139 |
+
- orca-dpo-pairs
|
140 |
+
- us-stockname
|
141 |
+
- OpenHermes2.5-dpo-binarized-alpha
|
142 |
+
- distilabel-math-preference-dpo
|
143 |
+
- Neural-DPO
|
144 |
+
- truthy-dpo-v0.1
|
145 |
+
- distilabel-capybara-dpo-7k-binarized
|
146 |
+
- us-sentiment
|
147 |
+
- contextual-dpo-v0.1
|
148 |
+
|
149 |
+
### 1k random shuffle datasets
|
150 |
+
- bigbench
|
151 |
+
- glue_mnli
|
152 |
+
- glue_qqp
|
153 |
+
- xnli
|
154 |
+
- codexglue_code2text_go
|
155 |
+
- trivia_qa
|
156 |
+
- medmcqa
|
157 |
+
- hendrycks_ethics
|
158 |
+
- super_glue_record
|
159 |
+
- glue_qnli
|
160 |
+
- anli_r3
|
161 |
+
- swag
|
162 |
+
- squad_v2
|
163 |
+
- nq_open
|
164 |
+
- drop
|
165 |
+
- glue_sst2
|
166 |
+
- blimp
|
167 |
+
- paws-x
|
168 |
+
- unscramble
|
169 |
+
- anli_r2
|
170 |
+
- babi
|
171 |
+
- math_qa
|
172 |
+
- social_i_qa
|
173 |
+
- piqa
|
174 |
+
- arithmetic
|
175 |
+
- anli_r1
|
176 |
+
- prost
|
177 |
+
- sciq
|
178 |
+
- mc_taco
|
179 |
+
- medqa
|
180 |
+
- super_glue_boolq
|
181 |
+
- hendrycks_math
|
182 |
+
- lambada
|
183 |
+
- toxigen-data
|
184 |
+
- glue_cola
|
185 |
+
- pubmed_qa
|
186 |
+
- logiqa
|
187 |
+
- mutual
|
188 |
+
- headqa
|
189 |
+
- bbh
|
190 |
+
- super_glue_wic
|
191 |
+
- openbookqa
|
192 |
+
- glue_mrpc
|
193 |
+
- web_questions
|
194 |
+
- qasper
|
195 |
+
- super_glue_multirc
|
196 |
+
- story_cloze
|
197 |
+
- super_glue_rte
|
198 |
+
- glue_rte
|
199 |
+
- race
|
200 |
+
- xwinograd
|
201 |
+
- asdiv
|
202 |
+
- xstory_cloze
|
203 |
+
- crows_pairs_multilingual
|
204 |
+
- belebele
|
205 |
+
- glue_wnli
|
206 |
+
- super_glue_wsc
|
207 |
+
- coqa
|
208 |
+
- super_glue_copa
|
209 |
+
- super_glue_cb
|
210 |
+
- winograd_wsc
|
211 |
+
- mgsm
|
212 |
+
- scrolls_contract_nli
|
213 |
+
|
214 |
+
* If the data set cannot be found, it is internal company data and cannot be made public.
|
215 |
+
|
216 |
+
## dpo dataset info : datasets_encomp_151k
|
217 |
+
Randomly selecting data from each category within the training dataset, we constructed a DPO (Data Perturbation Object) dataset using sentences with logits lower than the mean within the model-generated sentences.
|
218 |
+
* I'm sorry I can't reveal it.
|
219 |
+
|
220 |
## Evaluation
|
221 |
### [Open LLM Leaderboard](https://huggingface.co/spaces/HuggingFaceH4/open_llm_leaderboard)
|
222 |
| **model** | **average** | **arc** | **hellaswag** | **mmlu** | **truthfulQA** | **winogrande** | **GSM8k** |
|