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OpenCarrot-Mix-7B
CarrotAI/OpenCarrot-Mix-7B
OpenCarrot-Mix-7B is a text generation model from CarrotAI. Use it when you need the model to write or continue text. It is set up for transformers. The card lists the license as mit.
This is a merge of pre-trained language models created using mergekit.
All-time downloads
81
Public
Parameters
7.2B
14.5 GB on disk
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0
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Repo makeup
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At a glance
- Task
- Text Generation
- Library
- transformers
- License
- mit
- Model type
- mistral
- Access
- Public
- Created
- Apr 18, 2024
- Updated
- Jun 21, 2024
- SHA
- f9d57c14
Base models
Model card
From the Hugging Face model README
output
This is a merge of pre-trained language models created using mergekit.
Merge Details
Merge Method
This model was merged using the linear merge method.
Models Merged
The following models were included in the merge:
Score
openai/gpt-4 : 0.6158
gemini-pro: 0.515
OpenCarrot-Mix-7B (this) : 0.4425
mistralai/Mixtral-8x7B-Instruct-v0.1 : 0.4304
openai/gpt-3.5-turbo : 0.4217
| 평가 지표 | 점수 |
|---|---|
| AVG_llm_kr_eval | 0.4425 |
| EL | 0.0522 |
| FA | 0.0865 |
| NLI | 0.6700 |
| QA | 0.5100 |
| RC | 0.8937 |
| klue_ner_set_f1 | 0.0944 |
| klue_re_exact_match | 0.0100 |
| kmmlu_preview_exact_match | 0.4000 |
| kobest_copa_exact_match | 0.8200 |
| kobest_hs_exact_match | 0.5500 |
| kobest_sn_exact_match | 0.9800 |
| kobest_wic_exact_match | 0.6200 |
| korea_cg_bleu | 0.0865 |
| kornli_exact_match | 0.6400 |
| korsts_pearson | 0.8547 |
| korsts_spearman | 0.8464 |
LogicKor
| 카테고리 | 싱글 점수 평균 | 멀티 점수 평균 |
|---|---|---|
| 코딩(Coding) | 7.71 | 7.71 |
| 수학(Math) | 5.57 | 3.86 |
| 이해(Understanding) | 6.86 | 8.14 |
| 추론(Reasoning) | 8.14 | 6.43 |
| 글쓰기(Writing) | 8.71 | 6.86 |
| 문법(Grammar) | 5.29 | 2.29 |
| 카테고리 | 싱글 점수 평균 | 멀티 점수 평균 |
|---|---|---|
| 전체 싱글 | 7.05 | 5.88 |
Configuration
The following YAML configuration was used to produce this model:
models:
- model: amazingvince/Not-WizardLM-2-7B
parameters:
weight: 1.0
- model: CarrotAI/OpenCarrot-Mistral-7B-Instruct-v0.2
parameters:
weight: 0.5
merge_method: linear
dtype: float16
- Task
- Text Generation
- Library
- transformers
- Type
- mistral
- License
- mit
- Languages
- ko, en
- Created
- Apr 18, 2024
- Updated
- Jun 21, 2024