nguyenthanhdo
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Browse files- README.md +55 -0
- added_tokens.json +5 -0
- config.json +28 -0
- mergekit_config.yml +10 -0
- merges.txt +0 -0
- model-00001-of-00003.safetensors +3 -0
- model-00002-of-00003.safetensors +3 -0
- model-00003-of-00003.safetensors +3 -0
- model.safetensors.index.json +1 -0
- special_tokens_map.json +20 -0
- tokenizer.json +0 -0
- tokenizer_config.json +43 -0
- vocab.json +0 -0
README.md
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---
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base_model:
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- Qwen/Qwen2-1.5B
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- Qwen/Qwen2-1.5B
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tags:
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- merge
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- mergekit
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- lazymergekit
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- Qwen/Qwen2-1.5B
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---
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# Qwen2-1.5B-half
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Qwen2-1.5B-half is a merge of the following models using [LazyMergekit](https://colab.research.google.com/drive/1obulZ1ROXHjYLn6PPZJwRR6GzgQogxxb?usp=sharing):
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* [Qwen/Qwen2-1.5B](https://huggingface.co/Qwen/Qwen2-1.5B)
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* [Qwen/Qwen2-1.5B](https://huggingface.co/Qwen/Qwen2-1.5B)
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## 🧩 Configuration
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```yaml
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slices:
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- sources:
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- model: Qwen/Qwen2-1.5B
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layer_range: [0, 8]
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- sources:
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- model: Qwen/Qwen2-1.5B
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layer_range: [20, 28]
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merge_method: passthrough
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dtype: bfloat16
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```
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## 💻 Usage
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```python
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!pip install -qU transformers accelerate
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from transformers import AutoTokenizer
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import transformers
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import torch
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model = "nguyenthanhdo/Qwen2-1.5B-half"
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messages = [{"role": "user", "content": "What is a large language model?"}]
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tokenizer = AutoTokenizer.from_pretrained(model)
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prompt = tokenizer.apply_chat_template(messages, tokenize=False, add_generation_prompt=True)
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pipeline = transformers.pipeline(
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"text-generation",
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model=model,
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torch_dtype=torch.float16,
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device_map="auto",
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)
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outputs = pipeline(prompt, max_new_tokens=256, do_sample=True, temperature=0.7, top_k=50, top_p=0.95)
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print(outputs[0]["generated_text"])
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```
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added_tokens.json
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{
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"<|endoftext|>": 151643,
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"<|im_end|>": 151645,
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"<|im_start|>": 151644
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}
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config.json
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{
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"_name_or_path": "Qwen/Qwen2-1.5B",
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"architectures": [
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"Qwen2ForCausalLM"
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],
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"attention_dropout": 0.0,
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"bos_token_id": 151643,
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"eos_token_id": 151643,
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"hidden_act": "silu",
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"hidden_size": 1536,
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"initializer_range": 0.02,
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"intermediate_size": 8960,
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"max_position_embeddings": 131072,
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"max_window_layers": 28,
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"model_type": "qwen2",
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"num_attention_heads": 12,
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"num_hidden_layers": 16,
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"num_key_value_heads": 2,
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"rms_norm_eps": 1e-06,
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"rope_theta": 1000000.0,
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"sliding_window": 131072,
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"tie_word_embeddings": true,
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"torch_dtype": "bfloat16",
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"transformers_version": "4.42.4",
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"use_cache": true,
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"use_sliding_window": false,
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"vocab_size": 151936
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}
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mergekit_config.yml
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slices:
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- sources:
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- model: Qwen/Qwen2-1.5B
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layer_range: [0, 8]
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- sources:
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- model: Qwen/Qwen2-1.5B
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layer_range: [20, 28]
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merge_method: passthrough
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dtype: bfloat16
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merges.txt
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model-00001-of-00003.safetensors
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model.safetensors.index.json
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special_tokens_map.json
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{
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"additional_special_tokens": [
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"<|im_start|>",
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"<|im_end|>"
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],
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"eos_token": {
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"content": "<|endoftext|>",
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"lstrip": false,
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"normalized": false,
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"rstrip": false,
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"single_word": false
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},
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"pad_token": {
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"content": "<|endoftext|>",
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"lstrip": false,
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"normalized": false,
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"rstrip": false,
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"single_word": false
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}
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}
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tokenizer.json
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tokenizer_config.json
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{
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"add_prefix_space": false,
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"added_tokens_decoder": {
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"151643": {
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"content": "<|endoftext|>",
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"lstrip": false,
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"normalized": false,
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"rstrip": false,
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"single_word": false,
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"special": true
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},
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"151644": {
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"content": "<|im_start|>",
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"lstrip": false,
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"normalized": false,
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"rstrip": false,
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"single_word": false,
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"special": true
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},
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"151645": {
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"content": "<|im_end|>",
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"lstrip": false,
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"normalized": false,
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"rstrip": false,
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"single_word": false,
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"special": true
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}
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},
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"additional_special_tokens": [
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"<|im_start|>",
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"<|im_end|>"
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],
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"bos_token": null,
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"chat_template": "{% for message in messages %}{% if loop.first and messages[0]['role'] != 'system' %}{{ '<|im_start|>system\nYou are a helpful assistant<|im_end|>\n' }}{% endif %}{{'<|im_start|>' + message['role'] + '\n' + message['content'] + '<|im_end|>' + '\n'}}{% endfor %}{% if add_generation_prompt %}{{ '<|im_start|>assistant\n' }}{% endif %}",
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+
"clean_up_tokenization_spaces": false,
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"eos_token": "<|endoftext|>",
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+
"errors": "replace",
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+
"model_max_length": 32768,
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+
"pad_token": "<|endoftext|>",
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+
"split_special_tokens": false,
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+
"tokenizer_class": "Qwen2Tokenizer",
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"unk_token": null
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}
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vocab.json
ADDED
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