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--- |
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base_model: |
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- Muhammad2003/Llama3-8B-OpenHermes-DPO |
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- IlyaGusev/saiga_llama3_8b |
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- NousResearch/Meta-Llama-3-8B-Instruct |
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- abacusai/Llama-3-Smaug-8B |
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- vicgalle/Configurable-Llama-3-8B-v0.2 |
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- cognitivecomputations/dolphin-2.9-llama3-8b |
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- NeuralNovel/Llama-3-NeuralPaca-8b |
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datasets: |
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- mlabonne/chatml-OpenHermes2.5-dpo-binarized-alpha |
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- tatsu-lab/alpaca |
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- vicgalle/configurable-system-prompt-multitask |
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- IlyaGusev/ru_turbo_saiga |
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- IlyaGusev/ru_sharegpt_cleaned |
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- IlyaGusev/oasst1_ru_main_branch |
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- IlyaGusev/gpt_roleplay_realm |
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- lksy/ru_instruct_gpt4 |
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library_name: transformers |
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tags: |
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- llama |
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- llama3 |
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- llama3-12b |
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- instruct |
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- merge |
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language: |
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- en |
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- ru |
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pipeline_tag: text-generation |
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license: apache-2.0 |
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--- |
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# Llama3 from 8B to 12B |
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We created a model from other cool models to combine everything into one cool model. |
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## Model Details |
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### Model Description |
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- **Developed by:** [@ehristoforu](https://huggingface.co/ehristoforu) |
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- **Model type:** Text Generation (conversational) |
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- **Language(s) (NLP):** English, Russian |
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- **Finetuned from model:** [meta-llama/Meta-Llama-3-8B-Instruct](https://huggingface.co/meta-llama/Meta-Llama-3-8B-Instruct) |
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## How to Get Started with the Model |
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Use the code below to get started with the model. |
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```py |
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from transformers import AutoTokenizer, AutoModelForCausalLM |
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import torch |
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model_id = "ehristoforu/llama-3-12b-instruct" |
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tokenizer = AutoTokenizer.from_pretrained(model_id) |
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model = AutoModelForCausalLM.from_pretrained( |
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model_id, |
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torch_dtype=torch.bfloat16, |
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device_map="auto", |
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) |
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messages = [ |
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{"role": "system", "content": "You are a pirate chatbot who always responds in pirate speak!"}, |
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{"role": "user", "content": "Who are you?"}, |
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] |
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input_ids = tokenizer.apply_chat_template( |
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messages, |
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add_generation_prompt=True, |
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return_tensors="pt" |
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).to(model.device) |
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terminators = [ |
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tokenizer.eos_token_id, |
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tokenizer.convert_tokens_to_ids("<|eot_id|>") |
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] |
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outputs = model.generate( |
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input_ids, |
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max_new_tokens=256, |
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eos_token_id=terminators, |
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do_sample=True, |
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temperature=0.6, |
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top_p=0.9, |
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) |
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response = outputs[0][input_ids.shape[-1]:] |
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print(tokenizer.decode(response, skip_special_tokens=True)) |
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``` |
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## About merge |
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Base model: Meta-Llama-3-8B-Instruct |
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Merge models: |
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- Muhammad2003/Llama3-8B-OpenHermes-DPO |
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- IlyaGusev/saiga_llama3_8b |
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- NousResearch/Meta-Llama-3-8B-Instruct |
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- abacusai/Llama-3-Smaug-8B |
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- vicgalle/Configurable-Llama-3-8B-v0.2 |
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- cognitivecomputations/dolphin-2.9-llama3-8b |
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- NeuralNovel/Llama-3-NeuralPaca-8b |
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Merge datasets: |
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- mlabonne/chatml-OpenHermes2.5-dpo-binarized-alpha |
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- tatsu-lab/alpaca |
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- vicgalle/configurable-system-prompt-multitask |
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- IlyaGusev/ru_turbo_saiga |
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- IlyaGusev/ru_sharegpt_cleaned |
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- IlyaGusev/oasst1_ru_main_branch |
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- IlyaGusev/gpt_roleplay_realm |
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- lksy/ru_instruct_gpt4 |
