commit 65b4eaeeb08b542b086f69c2f0d2b7ac0d0b31fa Author: ModelHub XC Date: Sat May 30 16:44:14 2026 +0800 初始化项目，由ModelHub XC社区提供模型 Model: Vikhrmodels/it-5.2-fp16-cp Source: Original Platform diff --git a/.gitattributes b/.gitattributes new file mode 100644 index 0000000..ac21f57 --- /dev/null +++ b/.gitattributes @@ -0,0 +1,54 @@ +*.7z filter=lfs diff=lfs merge=lfs -text +*.arrow filter=lfs diff=lfs merge=lfs -text +*.bin filter=lfs diff=lfs merge=lfs -text +*.bin.* filter=lfs diff=lfs merge=lfs -text +*.bz2 filter=lfs diff=lfs merge=lfs -text +*.ftz filter=lfs diff=lfs merge=lfs -text +*.gz filter=lfs diff=lfs merge=lfs -text +*.h5 filter=lfs diff=lfs merge=lfs -text +*.joblib filter=lfs diff=lfs merge=lfs -text +*.lfs.* filter=lfs diff=lfs merge=lfs -text + +*.msgpack filter=lfs diff=lfs merge=lfs -text +*.onnx filter=lfs diff=lfs merge=lfs -text +*.ot filter=lfs diff=lfs merge=lfs -text +*.parquet filter=lfs diff=lfs merge=lfs -text +*.pb filter=lfs diff=lfs merge=lfs -text +*.pt 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Релиз вихря 0.5 + +Долили сильно больше данных в sft, теперь стабильнее работает json и multiturn, слегка подточили параметры претрена модели + +Added a lot more data to sft, now json and multiturn work more stable on long context and hard prompts + + - [Google Colab](https://colab.research.google.com/drive/1-_BWsJycBm3rEyjpBx2_ejshpemQYHbe?usp=sharing) + - [GGUF](https://huggingface.co/Vikhrmodels/it-5.2-fp16-cp-GGUF) + +```python + + +from transformers import AutoTokenizer, AutoModelForCausalLM +import torch +model = AutoModelForCausalLM.from_pretrained("Vikhrmodels/it-5.2-fp16-cp", + device_map="auto", + attn_implementation="sdpa", + torch_dtype=torch.bfloat16) + +tokenizer = AutoTokenizer.from_pretrained("Vikhrmodels/it-5.2-fp16-cp") +from transformers import AutoTokenizer, pipeline +pipe = pipeline("text-generation", model=model, tokenizer=tokenizer) +prompts = [ + "В чем разница между фруктом и овощем?", + "Годы жизни колмагорова?"] + +def test_inference(prompt): + prompt = pipe.tokenizer.apply_chat_template([{"role": "user", "content": prompt}], tokenize=False, add_generation_prompt=True) + print(prompt) + outputs = pipe(prompt, max_new_tokens=512, do_sample=True, num_beams=1, temperature=0.25, top_k=50, top_p=0.98, eos_token_id=79097) + return outputs[0]['generated_text'][len(prompt):].strip() + + +for prompt in prompts: + print(f" prompt:\n{prompt}") + print(f" response:\n{test_inference(prompt)}") + print("-"*50) + +``` + + +``` + +@article{nikolich2024vikhr, + title={Vikhr: The Family of Open-Source Instruction-Tuned Large Language Models for Russian}, + author={Aleksandr Nikolich and Konstantin Korolev and Artem Shelmanov}, + journal={arXiv preprint arXiv:2405.13929}, + year={2024}, + url={https://arxiv.org/pdf/2405.13929} +} +``` \ No newline at end of file diff --git a/added_tokens.json b/added_tokens.json new file mode 100644 index 0000000..b74e5cd --- /dev/null +++ b/added_tokens.json @@ -0,0 +1,14 @@ +{ + "<|future_token_0|>": 79085, + 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