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DataVortexS-10.7B-dpo-v1.1

Text Generation
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Files changed (12) hide show
  1. README.md +13 -13
  2. config.json +5 -5
  3. generation_config.json +2 -3
  4. model-00001-of-00005.safetensors +2 -2
  5. model-00002-of-00005.safetensors +2 -2
  6. model-00003-of-00005.safetensors +2 -2
  7. model-00004-of-00005.safetensors +1 -1
  8. model-00005-of-00005.safetensors +2 -2
  9. model.safetensors.index.json +11 -11
  10. special_tokens_map.json +0 -7
  11. tokenizer.json +0 -0
  12. tokenizer_config.json +3923 -4
README.md CHANGED
@@ -4,11 +4,11 @@ tags:
4
  license: cc-by-nc-4.0
5
  language:
6
  - ko
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- base_model: upstage/SOLAR-10.7B-Instruct-v1.0
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  pipeline_tag: text-generation
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  ---
10
 
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- # **DataVortexS-10.7B-dpo-v1.1**
12
 
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  <img src="./DataVortex.png" alt="DataVortex" style="height: 8em;">
14
 
@@ -16,7 +16,7 @@ pipeline_tag: text-generation
16
 
17
  ### **Base Model**
18
 
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- [upstage/SOLAR-10.7B-Instruct-v1.0](https://huggingface.co/upstage/SOLAR-10.7B-Instruct-v1.0)
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  ### **Trained On**
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@@ -50,13 +50,13 @@ text = """\
50
 
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  ### **[Ko LM Eval Harness](https://github.com/Beomi/ko-lm-evaluation-harness)**
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- | Task | 0-shot | 5-shot | 10-shot | 50-shot |
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- | :--------------- | -----------: | -------------: | ------------: | -----------: |
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- | kobest_boolq | 0.375807 | 0.822623 | 0.828582 | 0.822529 |
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- | kobest_copa | 0.539993 | 0.665979 | 0.67998 | 0.694997 |
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- | kobest_hellaswag | 0.405785 | 0.401975 | 0.438219 | 0.402962 |
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- | kobest_sentineg | 0.794083 | 0.85276 | 0.883509 | 0.880932 |
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- | **Average** | **0.528917** | **0.68583425** | **0.7075725** | **0.700355** |
60
 
61
  ### **[Ko-LLM-Leaderboard](https://huggingface.co/spaces/upstage/open-ko-llm-leaderboard)**
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@@ -76,8 +76,8 @@ from transformers import AutoModelForCausalLM, AutoTokenizer
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  device = "cuda" # the device to load the model onto
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- model = AutoModelForCausalLM.from_pretrained("Edentns/DataVortexS-10.7B-dpo-v1.1")
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- tokenizer = AutoTokenizer.from_pretrained("Edentns/DataVortexS-10.7B-dpo-v1.1")
81
 
82
  messages = [
83
  {"role": "system", "content": "당신은 사람들이 정보를 찾을 수 있도록 도와주는 인공지능 비서입니다."},
@@ -98,7 +98,7 @@ print(decoded[0])
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  ## **License**
100
 
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- This model is licensed under the [upstage/SOLAR-10.7B-Instruct-v1.0](https://huggingface.co/upstage/SOLAR-10.7B-Instruct-v1.0) license, with the [cc-by-nc-4.0](https://creativecommons.org/licenses/by-nc/4.0/) license granted. Under this license, others are allowed to copy, modify, and share the work, as long as it is not used for commercial purposes. They must provide appropriate credit and distribute any derivative works under the same license. For more details, please refer to the [cc-by-nc-4.0](https://creativecommons.org/licenses/by-nc/4.0/) license.
102
 
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  <div align="center">
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  <a href="https://edentns.com/">
 
4
  license: cc-by-nc-4.0
5
  language:
6
  - ko
7
+ base_model: beomi/OPEN-SOLAR-KO-10.7B
8
  pipeline_tag: text-generation
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  ---
10
 
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+ # **DataVortexS-10.7B-dpo-v1.8**
12
 
13
  <img src="./DataVortex.png" alt="DataVortex" style="height: 8em;">
14
 
 
16
 
17
  ### **Base Model**
18
 
19
+ [beomi/OPEN-SOLAR-KO-10.7B](https://huggingface.co/beomi/OPEN-SOLAR-KO-10.7B)
20
 
21
  ### **Trained On**
22
 
 
50
 
51
  ### **[Ko LM Eval Harness](https://github.com/Beomi/ko-lm-evaluation-harness)**
52
 
53
+ | Task | 0-shot | 5-shot | 10-shot | 50-shot |
54
+ | :--------------- | -----------: | -----------: | -----------: | -----------: |
55
+ | kobest_boolq | 0.915201 | 0.908687 | 0.912913 | 0.912913 |
56
+ | kobest_copa | 0.815575 | 0.858739 | 0.865826 | 0.876896 |
57
+ | kobest_hellaswag | 0.510673 | 0.515149 | 0.517118 | 0.517941 |
58
+ | kobest_sentineg | 0.3517 | 0.977329 | 0.992443 | 0.984886 |
59
+ | **Average** | **0.648287** | **0.814976** | **0.822075** | **0.823159** |
60
 
61
  ### **[Ko-LLM-Leaderboard](https://huggingface.co/spaces/upstage/open-ko-llm-leaderboard)**
62
 
 
76
 
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  device = "cuda" # the device to load the model onto
78
 
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+ model = AutoModelForCausalLM.from_pretrained("Edentns/DataVortexS-10.7B-dpo-v1.8")
80
+ tokenizer = AutoTokenizer.from_pretrained("Edentns/DataVortexS-10.7B-dpo-v1.8")
81
 
82
  messages = [
83
  {"role": "system", "content": "당신은 사람들이 정보를 찾을 수 있도록 도와주는 인공지능 비서입니다."},
 
98
 
99
  ## **License**
100
 
101
+ This model is licensed under the [cc-by-nc-4.0](https://creativecommons.org/licenses/by-nc/4.0/). which allows others to share and adapt the model for non-commercial purposes.
102
 
103
  <div align="center">
104
  <a href="https://edentns.com/">
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+ "normalized": false,
3721
+ "rstrip": false,
3722
+ "single_word": false,
3723
+ "special": true
3724
+ },
3725
+ "46564": {
3726
+ "content": "<unused407>",
3727
+ "lstrip": false,
3728
+ "normalized": false,
3729
+ "rstrip": false,
3730
+ "single_word": false,
3731
+ "special": true
3732
+ },
3733
+ "46565": {
3734
+ "content": "<unused408>",
3735
+ "lstrip": false,
3736
+ "normalized": false,
3737
+ "rstrip": false,
3738
+ "single_word": false,
3739
+ "special": true
3740
+ },
3741
+ "46566": {
3742
+ "content": "<unused409>",
3743
+ "lstrip": false,
3744
+ "normalized": false,
3745
+ "rstrip": false,
3746
+ "single_word": false,
3747
+ "special": true
3748
+ },
3749
+ "46567": {
3750
+ "content": "<unused410>",
3751
+ "lstrip": false,
3752
+ "normalized": false,
3753
+ "rstrip": false,
3754
+ "single_word": false,
3755
+ "special": true
3756
+ },
3757
+ "46568": {
3758
+ "content": "<unused411>",
3759
+ "lstrip": false,
3760
+ "normalized": false,
3761
+ "rstrip": false,
3762
+ "single_word": false,
3763
+ "special": true
3764
+ },
3765
+ "46569": {
3766
+ "content": "<unused412>",
3767
+ "lstrip": false,
3768
+ "normalized": false,
3769
+ "rstrip": false,
3770
+ "single_word": false,
3771
+ "special": true
3772
+ },
3773
+ "46570": {
3774
+ "content": "<unused413>",
3775
+ "lstrip": false,
3776
+ "normalized": false,
3777
+ "rstrip": false,
3778
+ "single_word": false,
3779
+ "special": true
3780
+ },
3781
+ "46571": {
3782
+ "content": "<unused414>",
3783
+ "lstrip": false,
3784
+ "normalized": false,
3785
+ "rstrip": false,
3786
+ "single_word": false,
3787
+ "special": true
3788
+ },
3789
+ "46572": {
3790
+ "content": "<unused415>",
3791
+ "lstrip": false,
3792
+ "normalized": false,
3793
+ "rstrip": false,
3794
+ "single_word": false,
3795
+ "special": true
3796
+ },
3797
+ "46573": {
3798
+ "content": "<unused416>",
3799
+ "lstrip": false,
3800
+ "normalized": false,
3801
+ "rstrip": false,
3802
+ "single_word": false,
3803
+ "special": true
3804
+ },
3805
+ "46574": {
3806
+ "content": "<unused417>",
3807
+ "lstrip": false,
3808
+ "normalized": false,
3809
+ "rstrip": false,
3810
+ "single_word": false,
3811
+ "special": true
3812
+ },
3813
+ "46575": {
3814
+ "content": "<unused418>",
3815
+ "lstrip": false,
3816
+ "normalized": false,
3817
+ "rstrip": false,
3818
+ "single_word": false,
3819
+ "special": true
3820
+ },
3821
+ "46576": {
3822
+ "content": "<unused419>",
3823
+ "lstrip": false,
3824
+ "normalized": false,
3825
+ "rstrip": false,
3826
+ "single_word": false,
3827
+ "special": true
3828
+ },
3829
+ "46577": {
3830
+ "content": "<unused420>",
3831
+ "lstrip": false,
3832
+ "normalized": false,
3833
+ "rstrip": false,
3834
+ "single_word": false,
3835
+ "special": true
3836
+ },
3837
+ "46578": {
3838
+ "content": "<unused421>",
3839
+ "lstrip": false,
3840
+ "normalized": false,
3841
+ "rstrip": false,
3842
+ "single_word": false,
3843
+ "special": true
3844
+ },
3845
+ "46579": {
3846
+ "content": "<unused422>",
3847
+ "lstrip": false,
3848
+ "normalized": false,
3849
+ "rstrip": false,
3850
+ "single_word": false,
3851
+ "special": true
3852
+ },
3853
+ "46580": {
3854
+ "content": "<unused423>",
3855
+ "lstrip": false,
3856
+ "normalized": false,
3857
+ "rstrip": false,
3858
+ "single_word": false,
3859
+ "special": true
3860
+ },
3861
+ "46581": {
3862
+ "content": "<unused424>",
3863
+ "lstrip": false,
3864
+ "normalized": false,
3865
+ "rstrip": false,
3866
+ "single_word": false,
3867
+ "special": true
3868
+ },
3869
+ "46582": {
3870
+ "content": "<unused425>",
3871
+ "lstrip": false,
3872
+ "normalized": false,
3873
+ "rstrip": false,
3874
+ "single_word": false,
3875
+ "special": true
3876
+ },
3877
+ "46583": {
3878
+ "content": "<unused426>",
3879
+ "lstrip": false,
3880
+ "normalized": false,
3881
+ "rstrip": false,
3882
+ "single_word": false,
3883
+ "special": true
3884
+ },
3885
+ "46584": {
3886
+ "content": "<unused427>",
3887
+ "lstrip": false,
3888
+ "normalized": false,
3889
+ "rstrip": false,
3890
+ "single_word": false,
3891
+ "special": true
3892
+ },
3893
+ "46585": {
3894
+ "content": "<unused428>",
3895
+ "lstrip": false,
3896
+ "normalized": false,
3897
+ "rstrip": false,
3898
+ "single_word": false,
3899
+ "special": true
3900
+ },
3901
+ "46586": {
3902
+ "content": "<unused429>",
3903
+ "lstrip": false,
3904
+ "normalized": false,
3905
+ "rstrip": false,
3906
+ "single_word": false,
3907
+ "special": true
3908
+ },
3909
+ "46587": {
3910
+ "content": "<unused430>",
3911
+ "lstrip": false,
3912
+ "normalized": false,
3913
+ "rstrip": false,
3914
+ "single_word": false,
3915
+ "special": true
3916
+ },
3917
+ "46588": {
3918
+ "content": "<unused431>",
3919
+ "lstrip": false,
3920
+ "normalized": false,
3921
+ "rstrip": false,
3922
+ "single_word": false,
3923
+ "special": true
3924
+ },
3925
+ "46589": {
3926
+ "content": "<unused432>",
3927
+ "lstrip": false,
3928
+ "normalized": false,
3929
+ "rstrip": false,
3930
+ "single_word": false,
3931
+ "special": true
3932
+ },
3933
+ "46590": {
3934
+ "content": "<unused433>",
3935
+ "lstrip": false,
3936
+ "normalized": false,
3937
+ "rstrip": false,
3938
+ "single_word": false,
3939
+ "special": true
3940
+ },
3941
+ "46591": {
3942
+ "content": "<unused434>",
3943
+ "lstrip": false,
3944
+ "normalized": false,
3945
+ "rstrip": false,
3946
+ "single_word": false,
3947
+ "special": true
3948
  }
3949
  },
3950
  "additional_special_tokens": [],
3951
  "bos_token": "<s>",
 
3952
  "clean_up_tokenization_spaces": false,
3953
  "eos_token": "</s>",
3954
+ "fast": true,
3955
  "legacy": true,
3956
  "model_max_length": 1000000000000000019884624838656,
3957
+ "pad_token": null,
3958
  "sp_model_kwargs": {},
3959
  "spaces_between_special_tokens": false,
3960
  "tokenizer_class": "LlamaTokenizer",
 
3961
  "unk_token": "<unk>",
3962
  "use_default_system_prompt": true,
3963
+ "chat_template": "{% for message in messages %}{% if message['role'] == 'system' %}{% if message['content']%}{{'### System:\n' + message['content']+'\n\n'}}{% endif %}{% elif message['role'] == 'user' %}{{'### User:\n' + message['content']+'\n\n'}}{% elif message['role'] == 'assistant' %}{{'### Assistant:\n' + message['content']}}{% endif %}{% if loop.last and add_generation_prompt %}{{ '### Assistant:\n' }}{% endif %}{% endfor %}"
3964
  }