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Model: YoLo2000/TiLamb-7B Source: Original Platform
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README.md
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---
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frameworks:
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- Pytorch
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license: Apache License 2.0
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tasks:
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- fill-mask
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#model-type:
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##如 gpt、phi、llama、chatglm、baichuan 等
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#- gpt
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#domain:
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##如 nlp、cv、audio、multi-modal
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#- nlp
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#language:
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##语言代码列表 https://help.aliyun.com/document_detail/215387.html?spm=a2c4g.11186623.0.0.9f8d7467kni6Aa
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#- cn
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#metrics:
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##如 CIDEr、Blue、ROUGE 等
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#- CIDEr
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#tags:
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##各种自定义,包括 pretrained、fine-tuned、instruction-tuned、RL-tuned 等训练方法和其他
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#- pretrained
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#tools:
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##如 vllm、fastchat、llamacpp、AdaSeq 等
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#- vllm
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---
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# TiLamb-7B(Tibetan Large Language Model Base)
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**TiLamb-7B** 是藏文大语言模型的基座模型,它使用了 26.43GB 的藏文语料,基于Meta发布的可商用大模型 LLaMA2-7B 模型,通过 LoRA 方法进行了增量预训练。该模型在 LLaMA2 的基础上扩展了词表,从原有的词表大小 32,000 扩充藏文词汇至 61,221 ,并对 LLaMA2-7B 原始模型的 embedding 和 lm_head 进行了均值扩充初始化。更多信息请访问 [TiLamb-7B GitHub 主页](https://github.com/NLP-Learning/TiLamb)。
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**重要说明**:
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- TiLamb-7B 是一个未经监督微调的基座模型,**不具备对话能力**。
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- 要进行藏文对话和藏文 NLP 下游任务的适配(已验证的任务包括藏文新闻分类、藏文实体关系分类、藏文机器阅读理解、藏文分词、藏文摘要、藏文问题回答和藏文问题生成),建议使用 [LLaMA-Factory](https://github.com/hiyouga/LLaMA-Factory/tree/main) 框架进行微调。
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**使用须知**:
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- 本项目基于 Meta 发布的 LLaMA2-7B 模型开发,使用时请严格遵守 LLaMA2-7B 的开源许可协议。
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- 如果涉及使用第三方代码,请务必遵从相关的开源许可协议。
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- 模型生成的内容准确性可能受到计算方法、随机因素等的影响,因此,我们不对模型输出的准确性提供任何保证,也不会对使用相关资源和输出结果产生的任何损失承担责任。
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- 如果将相关模型用于商业用途,开发者应遵守当地法律法规,确保模型输出内容的合规性。本项目不对任何由此衍生的产品或服务承担责任。
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**下载模型**:
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- 通过以下 git clone 命令或者 ModelScope SDK 来下载模型:
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SDK下载
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```bash
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#安装ModelScope
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pip install modelscope
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```
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```python
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#SDK模型下载
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from modelscope import snapshot_download
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model_dir = snapshot_download('YoLo2000/TiLamb-7B')
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```
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Git下载
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```
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#Git模型下载
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git clone https://www.modelscope.cn/YoLo2000/TiLamb-7B.git
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```
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<p style="color: lightgrey;">如果您是本模型的贡献者,我们邀请您根据<a href="https://modelscope.cn/docs/ModelScope%E6%A8%A1%E5%9E%8B%E6%8E%A5%E5%85%A5%E6%B5%81%E7%A8%8B%E6%A6%82%E8%A7%88" style="color: lightgrey; text-decoration: underline;">模型贡献文档</a>,及时完善模型卡片内容。</p>
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config.json
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{
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"_name_or_path": "llama-2-7b",
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"architectures": [
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"LlamaForCausalLM"
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],
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"attention_bias": false,
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"bos_token_id": 1,
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"eos_token_id": 2,
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"hidden_act": "silu",
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"hidden_size": 4096,
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"initializer_range": 0.02,
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"intermediate_size": 11008,
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"max_position_embeddings": 4096,
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"model_type": "llama",
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"num_attention_heads": 32,
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"num_hidden_layers": 32,
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"num_key_value_heads": 32,
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"pretraining_tp": 1,
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"rms_norm_eps": 1e-05,
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"rope_scaling": null,
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"rope_theta": 10000.0,
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"tie_word_embeddings": false,
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"torch_dtype": "float16",
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"transformers_version": "4.34.1",
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"use_cache": true,
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"vocab_size": 61221
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}
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configuration.json
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{"framework":"Pytorch","task":"fill-mask"}
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generation_config.json
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{
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"bos_token_id": 1,
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"do_sample": true,
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"eos_token_id": 2,
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"max_length": 4096,
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"pad_token_id": 0,
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"temperature": 0.6,
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"top_p": 0.9,
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"transformers_version": "4.34.1"
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}
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pytorch_model-00001-of-00002.bin
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pytorch_model-00001-of-00002.bin
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version https://git-lfs.github.com/spec/v1
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oid sha256:8cd9603c94b64b34b196e4274c84ccc2d855fe928bdf885e24c446a34429063c
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size 7921598448
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pytorch_model-00002-of-00002.bin
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pytorch_model-00002-of-00002.bin
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version https://git-lfs.github.com/spec/v1
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oid sha256:fc8c834df1e3f7628b67aead3e659d75a02150e004d19a03b6fb2d0794a5a12d
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size 6034089211
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pytorch_model.bin.index.json
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version https://git-lfs.github.com/spec/v1
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oid sha256:e847a5568a74b4b9549cca3ca75946ad058246443d1259cec139cf0e6803ee9d
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size 23950
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special_tokens_map.json
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{
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"bos_token": {
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"content": "<s>",
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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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"eos_token": {
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"content": "</s>",
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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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"unk_token": {
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"content": "<unk>",
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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.json
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tokenizer.model
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version https://git-lfs.github.com/spec/v1
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oid sha256:086230e1ab19f85ae2305a1f0831f7529f2b2eb3bd781b3204e8b4f84fe3e573
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size 1539421
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tokenizer_config.json
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{
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"add_bos_token": true,
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"add_eos_token": false,
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"added_tokens_decoder": {
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"0": {
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"content": "<unk>",
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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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"1": {
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"content": "<s>",
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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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"2": {
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"content": "</s>",
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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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"bos_token": "<s>",
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"clean_up_tokenization_spaces": false,
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"eos_token": "</s>",
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"legacy": true,
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"model_max_length": 1000000000000000019884624838656,
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"pad_token": null,
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"padding_side": "left",
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"sp_model_kwargs": {},
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"spaces_between_special_tokens": false,
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"split_special_tokens": false,
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"tokenizer_class": "LlamaTokenizer",
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"unk_token": "<unk>",
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"use_default_system_prompt": true
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}
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