llm001 L04 Full: 190M, 20-step test
Browse files- README.md +33 -0
- config.json +44 -0
- generation_config.json +12 -0
- model.safetensors +3 -0
- tokenizer.json +0 -0
- tokenizer_config.json +12 -0
- training_args.bin +3 -0
README.md
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---
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base_model: cmz1024/olmo3-190m-zh-full
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license: apache-2.0
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language:
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- zh
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tags:
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- llm001
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- olmo3
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- chinese
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- pretrained
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---
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# OLMo3-190M-zh-full
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为零基础 AI 大模型研发训练营(llm001)L04 Full 模型(190M 参数,20 步测试训练)。
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## 模型配置
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- hidden_size: 768, num_layers: 12, num_heads: 12, intermediate_size: 3072
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- vocab_size: 48000, sliding_window: 4096
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## 训练配置
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- 数据:cmz1024/llm101-olmo3-zh-demo-data (500M tokens)
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- 训练:H100, max_steps=20, bs=16×8=128, lr=5e-4, bf16
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## 用法
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```python
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from transformers import AutoModelForCausalLM, AutoTokenizer
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model = AutoModelForCausalLM.from_pretrained("cmz1024/olmo3-190m-zh-full")
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tok = AutoTokenizer.from_pretrained("cmz1024/olmo3-190m-zh-full")
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```
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config.json
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{
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"architectures": [
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"Olmo3ForCausalLM"
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],
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"attention_bias": false,
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"attention_dropout": 0.0,
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"bos_token_id": 2,
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"dtype": "float32",
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"eos_token_id": 0,
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"hidden_act": "silu",
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"hidden_size": 768,
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"initializer_range": 0.02,
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"intermediate_size": 3072,
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"layer_types": [
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"sliding_attention",
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"sliding_attention",
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"sliding_attention",
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"full_attention",
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"sliding_attention",
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"sliding_attention",
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"sliding_attention",
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"full_attention",
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"sliding_attention",
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"sliding_attention",
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"sliding_attention",
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"full_attention"
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],
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"max_position_embeddings": 4096,
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"model_type": "olmo3",
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"num_attention_heads": 12,
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"num_hidden_layers": 12,
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"num_key_value_heads": 12,
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"pad_token_id": 1,
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"rms_norm_eps": 1e-06,
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"rope_parameters": {
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"rope_theta": 500000,
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"rope_type": "default"
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},
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"sliding_window": 4096,
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"tie_word_embeddings": false,
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"transformers_version": "5.7.0",
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"use_cache": false,
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"vocab_size": 48000
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}
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generation_config.json
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{
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"_from_model_config": true,
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"bos_token_id": 2,
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"eos_token_id": [
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0
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],
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"output_attentions": false,
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"output_hidden_states": false,
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"pad_token_id": 1,
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"transformers_version": "5.7.0",
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"use_cache": true
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}
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model.safetensors
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version https://git-lfs.github.com/spec/v1
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oid sha256:0cc9b520f870ed34eae7dca88f7a4520126495e974ce5145d29085b464c83a16
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size 748062408
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tokenizer.json
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tokenizer_config.json
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{
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"backend": "tokenizers",
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"bos_token": "<|bos|>",
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"clean_up_tokenization_spaces": false,
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"eos_token": "<|endoftext|>",
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"is_local": true,
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"local_files_only": false,
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"model_max_length": 4096,
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"pad_token": "<|pad|>",
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"tokenizer_class": "TokenizersBackend",
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"unk_token": "<|unk|>"
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}
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training_args.bin
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version https://git-lfs.github.com/spec/v1
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oid sha256:8035d574527dcf516a3e9a4a1e2da1d086a3eb65cffa436596c01bb07e83d28a
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size 4856
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