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Model: VietAI/gpt-j-6B-vietnamese-news Source: Original Platform
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README.md
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README.md
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---
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language:
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- vi
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tags:
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- pytorch
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- causal-lm
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- text-generation
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---
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# GPT-J 6B on Vietnamese News
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Details will be available soon.
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For more information, please contact anhduongng.1001@gmail.com (Dương) / imthanhlv@gmail.com (Thành) / nguyenvulebinh@gmail.com (Bình).
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### How to use
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```python
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from transformers import AutoTokenizer, AutoModelForCausalLM
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tokenizer = AutoTokenizer.from_pretrained("VietAI/gpt-j-6B-vietnamese-news")
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model = AutoModelForCausalLM.from_pretrained("VietAI/gpt-j-6B-vietnamese-news", low_cpu_mem_usage=True)
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device = torch.device("cuda" if torch.cuda.is_available() else "cpu")
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model.to(device)
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prompt = "Tiềm năng của trí tuệ nhân tạo" # your input sentence
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input_ids = tokenizer(prompt, return_tensors="pt")['input_ids'].to(device)
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gen_tokens = model.generate(
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input_ids,
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max_length=max_length,
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do_sample=True,
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temperature=0.9,
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top_k=20,
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)
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gen_text = tokenizer.batch_decode(gen_tokens)[0]
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print(gen_text)
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```
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config.json
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config.json
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{
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"activation_function": "gelu_new",
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"architectures": [
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"GPTJForCausalLM"
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],
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"attn_pdrop": 0.0,
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"bos_token_id": 0,
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"embd_pdrop": 0.0,
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"eos_token_id": 0,
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"gradient_checkpointing": false,
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"initializer_range": 0.02,
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"layer_norm_epsilon": 1e-05,
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"model_type": "gptj",
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"n_embd": 4096,
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"n_head": 16,
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"n_layer": 28,
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"n_positions": 2048,
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"rotary": true,
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"rotary_dim": 64,
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"summary_activation": null,
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"summary_first_dropout": 0.1,
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"summary_proj_to_labels": true,
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"summary_type": "cls_index",
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"summary_use_proj": true,
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"transformers_version": "4.10.0.dev0",
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"tokenizer_class": "GPT2Tokenizer",
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"task_specific_params": {
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"text-generation": {
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"do_sample": true,
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"temperature": 0.9,
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"max_length": 150
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}
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},
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"torch_dtype": "float16",
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"use_cache": true,
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"vocab_size": 60000
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}
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pytorch_model.bin
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pytorch_model.bin
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version https://git-lfs.github.com/spec/v1
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oid sha256:8ee1a7e020b045f68345db0916870b48a3cd5ebeff61c935ba32160c46a2b91e
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size 12263363254
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119843
tokenizer.json
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tokenizer.json
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