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--- |
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base_model: Tsunami-th/Tsunami-1.0-14B-Instruct |
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tags: |
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- text-generation-inference |
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- transformers |
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- unsloth |
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- qwen2 |
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- trl |
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license: apache-2.0 |
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language: |
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- en |
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--- |
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# Uploaded model |
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- **Developed by:** Kanompung |
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- **License:** apache-2.0 |
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- **Finetuned from model :** Tsunami-th/Tsunami-1.0-14B-Instruct |
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This qwen2 model was trained 2x faster with [Unsloth](https://github.com/unslothai/unsloth) and Huggingface's TRL library. |
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[<img src="https://raw.githubusercontent.com/unslothai/unsloth/main/images/unsloth%20made%20with%20love.png" width="200"/>](https://github.com/unslothai/unsloth) |
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```python |
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from transformers import AutoTokenizer, AutoModel |
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import torch |
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tokenizer = AutoTokenizer.from_pretrained("Kanompung/Tsunami_llm_embed") |
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model = AutoModel.from_pretrained("Kanompung/Tsunami_llm_embed") |
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texts = ["สวัสดีครับ", "วันนี้อากาศดี"] |
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enc = tokenizer(texts, padding=True, truncation=True, return_tensors="pt") |
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with torch.no_grad(): |
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out = model(**enc) |
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embeds = out.last_hidden_state.mean(dim=1) |
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print(embeds.shape) |
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