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DataVortex.png ADDED
Logo.png ADDED
README.md ADDED
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+ ---
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+ tags:
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+ - text-generation
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+ license: cc-by-nc-4.0
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+ language:
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+ - 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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+ ---
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+
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+ # **DataVortexS-10.7B-dpo-v1.0**
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+
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+ <img src="./DataVortex.png" alt="DataVortex" style="height: 8em;">
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+
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+ ## **Model Details**
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+
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+ ### **Base Model**
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+
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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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+
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+ ### **Trained On**
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+
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+ - **OS**: Ubuntu 22.04
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+ - **GPU**: H100 80GB 4ea
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+ - **transformers**: v4.36.2
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+
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+ ### **Instruction format**
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+
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+ It follows **Alpaca (Chat)** format.
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+
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+ E.g.
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+
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+ ```python
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+ text = """\
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+ ### System:
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+ 당신은 사람들이 정보를 찾을 수 있도록 도와주는 인공지능 비서입니다.
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+
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+ ### User:
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+ 대한민국의 수도는 어디야?
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+
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+ ### Assistant:
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+ 대한민국의 수도는 서울입니다.
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+
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+ ### User:
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+ 서울 인구는 총 몇 명이야?
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+ """
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+ ```
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+
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+ ## **Model Benchmark**
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+
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+ ### **[Ko LM Eval Harness](https://github.com/Beomi/ko-lm-evaluation-harness)**
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+
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+ On Benchmarking ...
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+
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+ | Task | 0-shot | 5-shot | 10-shot | 50-shot |
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+ | :--------------- | ------: | ------: | ------: | ------: |
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+ | kobest_boolq | 0.0 | 0.0 | 0.0 | 0.0 |
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+ | kobest_copa | 0.0 | 0.0 | 0.0 | 0.0 |
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+ | kobest_hellaswag | 0.0 | 0.0 | 0.0 | 0.0 |
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+ | kobest_sentineg | 0.0 | 0.0 | 0.0 | 0.0 |
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+ | **Average** | **0.0** | **0.0** | **0.0** | **0.0** |
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+
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+ ### **[Ko-LLM-Leaderboard](https://huggingface.co/spaces/upstage/open-ko-llm-leaderboard)**
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+
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+ On Benchmarking ...
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+
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+ | Average | Ko-ARC | Ko-HellaSwag | Ko-MMLU | Ko-TruthfulQA | Ko-CommonGen V2 |
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+ | ------: | -----: | -----------: | ------: | ------------: | --------------: |
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+ | 0 | 0 | 0 | 0 | 0 | 0 |
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+
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+ ## **Implementation Code**
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+
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+ This model contains the chat_template instruction format.
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+ You can use the code below.
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+
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+ ```python
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+ from transformers import AutoModelForCausalLM, AutoTokenizer
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+
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+ device = "cuda" # the device to load the model onto
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+
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+ model = AutoModelForCausalLM.from_pretrained("Edentns/DataVortexS-10.7B-dpo-v1.0")
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+ tokenizer = AutoTokenizer.from_pretrained("Edentns/DataVortexS-10.7B-dpo-v1.0")
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+
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+ messages = [
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+ {"role": "system", "content": "당신은 사람들이 정보를 찾을 수 있도록 도와주는 인공지능 비서입니다."},
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+ {"role": "user", "content": "대한민국의 수도는 어디야?"},
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+ {"role": "assistant", "content": "대한민국의 수도는 서울입니다."},
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+ {"role": "user", "content": "서울 인구는 총 몇 명이야?"}
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+ ]
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+
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+ encodeds = tokenizer.apply_chat_template(messages, return_tensors="pt")
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+
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+ model_inputs = encodeds.to(device)
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+ model.to(device)
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+
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+ generated_ids = model.generate(model_inputs, max_new_tokens=1000, do_sample=True)
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+ decoded = tokenizer.batch_decode(generated_ids)
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+ print(decoded[0])
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+ ```
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+
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+ ## **License**
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+
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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.
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+
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+ <div align="center">
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+ <a href="https://edentns.com/">
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+ <img src="./Logo.png" alt="Logo" style="height: 3em;">
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+ </a>
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+ </div>
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+ "use_cache": false,
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+ "vocab_size": 32000
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+ }
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