初始化项目，由ModelHub XC社区提供模型
Model: davidkim205/nox-solar-10.7b-v4 Source: Original Platform
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README.md
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---
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license: apache-2.0
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library_name: transformers
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tags: []
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---
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# nox
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The nox project is a set of tools that make it easy to use various fine tuning technologies using solar models.
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We constructed ko data using grammatically accurate data.(It's not perfect, but I tried my best.)
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And we created nox-solar model using a fine-tuning technique(sft,dpo) Our model, the nox-solar model, ranked first on the [Open Ko-LLM Leaderboard](https://huggingface.co/spaces/upstage/open-ko-llm-leaderboard).
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Currently, we are planning to make all code and datasets public.
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Through this, users are expected to be able to freely conduct research and development using Nox.
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## Model Details
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* **Model Developers** : davidkim(changyeon kim)
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* **Repository** : [https://github.com/davidkim205/nox](https://github.com/davidkim205/nox)
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* **base mode** : Edentns/DataVortexS-10.7B-dpo-v1.8
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* **sft dataset** : [davidkim205/kollm-converations](https://huggingface.co/datasets/davidkim205/kollm-converations)
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* **dpo dataset** : [davidkim205/kollm-comparision](https://huggingface.co/datasets/davidkim205/kollm-comparision)
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* **evalution** : [kollm_evalution](https://github.com/davidkim205/kollm_evaluation)
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* **evalution dataset** : [open-ko-llm-leaderboard datasets](https://huggingface.co/collections/davidkim205/open-ko-llm-leaderboard-datasets-65eea9e87fc3ae80787ee15a)
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## Evaluation
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### [The Open Ko-LLM Leaderboard](https://huggingface.co/spaces/upstage/open-ko-llm-leaderboard)
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| Model | Average | Ko-ARC | Ko-HellaSwag | Ko-MMLU | Ko-TruthfulQA | Ko-CommonGen V2 |
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| ------------------------------ | ------- | ------ | ------------ | ------- | ------------- | --------------- |
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| davidkim205/nox-solar-10.7b-v4 | 67.77 | 73.55 | 72.07 | 57.93 | 79.32 | 55.96 |
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### [kollm_evalution](https://github.com/davidkim205/kollm_evalution)
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| model | Average | Ko-TruthfulQA_mc1 | Ko-MMLU | Ko-HellaSwag | Ko-CommonGen V2 | Ko-ARC-Easy | kobest | kobest_boolq | kobest_copa | kobest_hellaswag | kobest_sentineg | kobest_wic |
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| ----------------------------------- | ----------- | ----------------- | ------- | ------------ | --------------- | ----------- | ------ | ------------ | ----------- | ---------------- | --------------- | ---------- |
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| davidkim205/nox-solar-10.7b-v4 | 69.48 | 63.16 | 48.59 | 85.93 | 87.21 | 71.16 | 60.8 | 55.91 | 77.5 | 57 | 89.67 | 48.81 |
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||||
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|
||||
}
|
||||
}
|
||||
30
special_tokens_map.json
Normal file
30
special_tokens_map.json
Normal file
@@ -0,0 +1,30 @@
|
||||
{
|
||||
"bos_token": {
|
||||
"content": "<s>",
|
||||
"lstrip": false,
|
||||
"normalized": false,
|
||||
"rstrip": false,
|
||||
"single_word": false
|
||||
},
|
||||
"eos_token": {
|
||||
"content": "</s>",
|
||||
"lstrip": false,
|
||||
"normalized": false,
|
||||
"rstrip": false,
|
||||
"single_word": false
|
||||
},
|
||||
"pad_token": {
|
||||
"content": "</s>",
|
||||
"lstrip": false,
|
||||
"normalized": false,
|
||||
"rstrip": false,
|
||||
"single_word": false
|
||||
},
|
||||
"unk_token": {
|
||||
"content": "<unk>",
|
||||
"lstrip": false,
|
||||
"normalized": false,
|
||||
"rstrip": false,
|
||||
"single_word": false
|
||||
}
|
||||
}
|
||||
91122
tokenizer.json
Normal file
91122
tokenizer.json
Normal file
File diff suppressed because it is too large
Load Diff
45
tokenizer_config.json
Normal file
45
tokenizer_config.json
Normal file
@@ -0,0 +1,45 @@
|
||||
{
|
||||
"add_bos_token": true,
|
||||
"add_eos_token": false,
|
||||
"added_tokens_decoder": {
|
||||
"0": {
|
||||
"content": "<unk>",
|
||||
"lstrip": false,
|
||||
"normalized": false,
|
||||
"rstrip": false,
|
||||
"single_word": false,
|
||||
"special": true
|
||||
},
|
||||
"1": {
|
||||
"content": "<s>",
|
||||
"lstrip": false,
|
||||
"normalized": false,
|
||||
"rstrip": false,
|
||||
"single_word": false,
|
||||
"special": true
|
||||
},
|
||||
"2": {
|
||||
"content": "</s>",
|
||||
"lstrip": false,
|
||||
"normalized": false,
|
||||
"rstrip": false,
|
||||
"single_word": false,
|
||||
"special": true
|
||||
}
|
||||
},
|
||||
"additional_special_tokens": [],
|
||||
"bos_token": "<s>",
|
||||
"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 %}",
|
||||
"clean_up_tokenization_spaces": false,
|
||||
"eos_token": "</s>",
|
||||
"legacy": true,
|
||||
"model_max_length": 1000000000000000019884624838656,
|
||||
"pad_token": "</s>",
|
||||
"padding_side": "left",
|
||||
"sp_model_kwargs": {},
|
||||
"spaces_between_special_tokens": false,
|
||||
"split_special_tokens": false,
|
||||
"tokenizer_class": "LlamaTokenizer",
|
||||
"unk_token": "<unk>",
|
||||
"use_default_system_prompt": true
|
||||
}
|
||||
Reference in New Issue
Block a user