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Model: trillionlabs/Tri-7B-Base Source: Original Platform
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README.md
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---
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license: apache-2.0
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tags:
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- pretrained
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- base-model
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language:
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- en
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- ko
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- ja
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pipeline_tag: text-generation
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library_name: transformers
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extra_gated_fields:
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Full Name: text
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Email: text
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Organization: text
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---
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<p align="center">
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<picture>
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<img src="https://raw.githubusercontent.com/trillion-labs/.github/main/Tri-7B.png" alt="Tri-7B-Base", style="width: 80%;">
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</picture>
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</p>
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# Tri-7B-Base
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## Introduction
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We present **Tri-7B-Base**, a foundation language model that serves as the pre-trained base for our Tri-7B model family. This model represents our commitment to efficient training while establishing a strong foundation for downstream fine-tuning and adaptation.
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### Key Features
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* **Foundation Architecture**: State-of-the-art transformer architecture optimized for efficiency
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* **Multi-lingual Foundation**: Pre-trained on diverse data in Korean, English, and Japanese
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* **Efficient Training**: Optimized training methodology for computational efficiency
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### Model Specifications
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#### Tri-7B-Base
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- Type: Causal Language Model
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- Training Stage: Pre-training
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- Architecture: Transformer Decoder with RoPE, SwiGLU, RMSNorm
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- Number of Parameters: 7.76B
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- Number of Layers: 32
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- Number of Attention Heads: 32
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- Context Length: 4,096
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- Vocab Size: 128,128
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## Use Cases
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As a base model, Tri-7B-Base is designed to serve as a foundation for various downstream applications:
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- **Fine-tuning**: Adapt to specific domains or tasks
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- **Instruction Tuning**: Create chat or assistant models
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- **Domain Specialization**: Customize for specific industries or use cases
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- **Research**: Explore model behaviors and capabilities
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- **Language Generation**: General text completion and generation tasks
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## Limitations
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- **Base Model Nature**: This is a pre-trained base model without instruction tuning or alignment. For chat or assistant capabilities, consider fine-tuned variants.
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- **Language Support**: The model is optimized for English, Korean, and Japanese. Usage with other languages may result in degraded performance.
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- **Knowledge Cutoff**: The model's information is limited to data available up to February, 2025.
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- **Generation Quality**: As a base model, outputs may require post-processing or filtering for production use cases.
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## License
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This model is licensed under the Apache License 2.0.
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## Contact
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For inquiries, please contact: info@trillionlabs.co
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config.json
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"_name_or_path": "/mnt/vast/juyoung.suk/alignment-handbook/checkpoints/jasmine_v3.1_extended",
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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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"attention_dropout": 0.0,
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"bos_token_id": 0,
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"eos_token_id": 128001,
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"head_dim": 128,
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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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}
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153
special_tokens_map.json
Normal file
153
special_tokens_map.json
Normal file
@@ -0,0 +1,153 @@
|
||||
{
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||||
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||||
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"<|reserved_token_2|>",
|
||||
"<|reserved_token_3|>",
|
||||
"<|reserved_token_4|>",
|
||||
"<|reserved_token_5|>",
|
||||
"<|reserved_token_6|>",
|
||||
"<|reserved_token_7|>",
|
||||
"<|reserved_token_8|>",
|
||||
"<|reserved_token_9|>",
|
||||
"<|reserved_token_10|>",
|
||||
"<|reserved_token_11|>",
|
||||
"<|reserved_token_12|>",
|
||||
"<|reserved_token_13|>",
|
||||
"<|reserved_token_14|>",
|
||||
"<|reserved_token_15|>",
|
||||
"<|reserved_token_16|>",
|
||||
"<|reserved_token_17|>",
|
||||
"<|reserved_token_18|>",
|
||||
"<|reserved_token_19|>",
|
||||
"<|reserved_token_20|>",
|
||||
"<|reserved_token_21|>",
|
||||
"<|reserved_token_22|>",
|
||||
"<|reserved_token_23|>",
|
||||
"<|reserved_token_24|>",
|
||||
"<|reserved_token_25|>",
|
||||
"<|reserved_token_26|>",
|
||||
"<|reserved_token_27|>",
|
||||
"<|reserved_token_28|>",
|
||||
"<|reserved_token_29|>",
|
||||
"<|reserved_token_30|>",
|
||||
"<|reserved_token_31|>",
|
||||
"<|reserved_token_32|>",
|
||||
"<|reserved_token_33|>",
|
||||
"<|reserved_token_34|>",
|
||||
"<|reserved_token_35|>",
|
||||
"<|reserved_token_36|>",
|
||||
"<|reserved_token_37|>",
|
||||
"<|reserved_token_38|>",
|
||||
"<|reserved_token_39|>",
|
||||
"<|reserved_token_40|>",
|
||||
"<|reserved_token_41|>",
|
||||
"<|reserved_token_42|>",
|
||||
"<|reserved_token_43|>",
|
||||
"<|reserved_token_44|>",
|
||||
"<|reserved_token_45|>",
|
||||
"<|reserved_token_46|>",
|
||||
"<|reserved_token_47|>",
|
||||
"<|reserved_token_48|>",
|
||||
"<|reserved_token_49|>",
|
||||
"<|reserved_token_50|>",
|
||||
"<|reserved_token_51|>",
|
||||
"<|reserved_token_52|>",
|
||||
"<|reserved_token_53|>",
|
||||
"<|reserved_token_54|>",
|
||||
"<|reserved_token_55|>",
|
||||
"<|reserved_token_56|>",
|
||||
"<|reserved_token_57|>",
|
||||
"<|reserved_token_58|>",
|
||||
"<|reserved_token_59|>",
|
||||
"<|reserved_token_60|>",
|
||||
"<|reserved_token_61|>",
|
||||
"<|reserved_token_62|>",
|
||||
"<|reserved_token_63|>",
|
||||
"<|reserved_token_64|>",
|
||||
"<|reserved_token_65|>",
|
||||
"<|reserved_token_66|>",
|
||||
"<|reserved_token_67|>",
|
||||
"<|reserved_token_68|>",
|
||||
"<|reserved_token_69|>",
|
||||
"<|reserved_token_70|>",
|
||||
"<|reserved_token_71|>",
|
||||
"<|reserved_token_72|>",
|
||||
"<|reserved_token_73|>",
|
||||
"<|reserved_token_74|>",
|
||||
"<|reserved_token_75|>",
|
||||
"<|reserved_token_76|>",
|
||||
"<|reserved_token_77|>",
|
||||
"<|reserved_token_78|>",
|
||||
"<|reserved_token_79|>",
|
||||
"<|reserved_token_80|>",
|
||||
"<|reserved_token_81|>",
|
||||
"<|reserved_token_82|>",
|
||||
"<|reserved_token_83|>",
|
||||
"<|reserved_token_84|>",
|
||||
"<|reserved_token_85|>",
|
||||
"<|reserved_token_86|>",
|
||||
"<|reserved_token_87|>",
|
||||
"<|reserved_token_88|>",
|
||||
"<|reserved_token_89|>",
|
||||
"<|reserved_token_90|>",
|
||||
"<|reserved_token_91|>",
|
||||
"<|reserved_token_92|>",
|
||||
"<|reserved_token_93|>",
|
||||
"<|reserved_token_94|>",
|
||||
"<|reserved_token_95|>",
|
||||
"<|reserved_token_96|>",
|
||||
"<|reserved_token_97|>",
|
||||
"<|reserved_token_98|>",
|
||||
"<|reserved_token_99|>",
|
||||
"<|reserved_token_100|>",
|
||||
"<|reserved_token_101|>",
|
||||
"<|reserved_token_102|>",
|
||||
"<|reserved_token_103|>",
|
||||
"<|reserved_token_104|>",
|
||||
"<|reserved_token_105|>",
|
||||
"<|reserved_token_106|>",
|
||||
"<|reserved_token_107|>",
|
||||
"<|reserved_token_108|>",
|
||||
"<|reserved_token_109|>",
|
||||
"<|reserved_token_110|>",
|
||||
"<|reserved_token_111|>",
|
||||
"<|reserved_token_112|>",
|
||||
"<|reserved_token_113|>",
|
||||
"<|reserved_token_114|>",
|
||||
"<|reserved_token_115|>",
|
||||
"<|reserved_token_116|>",
|
||||
"<|reserved_token_117|>",
|
||||
"<|reserved_token_118|>",
|
||||
"<|reserved_token_119|>",
|
||||
"<|reserved_token_120|>",
|
||||
"<|reserved_token_121|>"
|
||||
],
|
||||
"bos_token": {
|
||||
"content": "<|endoftext|>",
|
||||
"lstrip": false,
|
||||
"normalized": false,
|
||||
"rstrip": false,
|
||||
"single_word": false
|
||||
},
|
||||
"eos_token": {
|
||||
"content": "<|im_end|>",
|
||||
"lstrip": false,
|
||||
"normalized": false,
|
||||
"rstrip": false,
|
||||
"single_word": false
|
||||
},
|
||||
"pad_token": {
|
||||
"content": "<|pad|>",
|
||||
"lstrip": false,
|
||||
"normalized": false,
|
||||
"rstrip": false,
|
||||
"single_word": false
|
||||
},
|
||||
"unk_token": {
|
||||
"content": "<|endoftext|>",
|
||||
"lstrip": false,
|
||||
"normalized": false,
|
||||
"rstrip": false,
|
||||
"single_word": false
|
||||
}
|
||||
}
|
||||
3
tokenizer.json
Normal file
3
tokenizer.json
Normal file
@@ -0,0 +1,3 @@
|
||||
version https://git-lfs.github.com/spec/v1
|
||||
oid sha256:c6fa9145f3117a3cee672d250ac6554dfbf4d765b0c1196ca25eb429efbfc52b
|
||||
size 9890594
|
||||
1168
tokenizer_config.json
Normal file
1168
tokenizer_config.json
Normal file
File diff suppressed because it is too large
Load Diff
Reference in New Issue
Block a user