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Colossal LLaMA 2 13B Base by hpcai-tech

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Colossal LLaMA 2 13B Base is an open-source language model by hpcai-tech. Features: 13b LLM, VRAM: 0.6GB, Context: 4K, License: llama2, LLM Explorer Score: 0.1.

  Arxiv:2110.14883   Arxiv:2307.09288   En   Endpoints compatible   Llama   Pytorch   Region:us   Zh
Model Card on HF 🤗: https://huggingface.co/hpcai-tech/Colossal-LLaMA-2-13b-base 

Colossal LLaMA 2 13B Base Benchmarks

LLME Score: 0.10434
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
Colossal LLaMA 2 13B Base (hpcai-tech/Colossal-LLaMA-2-13b-base)
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Colossal LLaMA 2 13B Base Parameters and Internals

Model Type 
text generation, multimodal
Additional Notes 
Capable of supporting both Chinese and English languages.
Supported Languages 
zh (Chinese), en (English)
Training Details 
Methodology:
Multi-stage training with Chinese knowledge injection and knowledge replay.
Context Length:
4096
Input Output 
Accepted Modalities:
text
Output Format:
text
LLM NameColossal LLaMA 2 13B Base
Repository 🤗https://huggingface.co/hpcai-tech/Colossal-LLaMA-2-13b-base 
Model Size13b
Required VRAM0.6 GB
Updated2026-04-30
Maintainerhpcai-tech
Model Typellama
Model Files  1.1 GB   1.0 GB   1.0 GB   1.0 GB   1.1 GB   1.0 GB   1.0 GB   1.0 GB   1.0 GB   1.1 GB   1.0 GB   1.0 GB   1.0 GB   1.0 GB   1.1 GB   1.0 GB   1.0 GB   1.0 GB   1.0 GB   1.1 GB   1.0 GB   1.0 GB   1.0 GB   1.0 GB   1.1 GB   0.6 GB   0.7 GB
Supported Languageszh en
Model ArchitectureLlamaForCausalLM
Licensellama2
Context Length4096
Model Max Length4096
Transformers Version4.32.0
Tokenizer ClassLlamaTokenizer
Beginning of Sentence Token<s>
End of Sentence Token</s>
Unk Token<unk>
Vocabulary Size69104
Torch Data Typefloat16

Best Alternatives to Colossal LLaMA 2 13B Base

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Context / RAM
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Likes
Luminaura RP 13B128K / 26 GB151
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LongAlign 13B 64K64K / 26 GB5313
LongAlign 13B 64K64K / 26 GB1113
LongAlign 13B 64K Base64K / 26 GB413
LongAlign 13B 64K Base64K / 26 GB63
Openbuddy Llama2 13B V15p1 64K64K / 26.1 GB74
Yarn Llama 2 13B 64K64K / 26 GB186518
Note: green Score (e.g. "73.2") means that the model is better than hpcai-tech/Colossal-LLaMA-2-13b-base.

Rank the Colossal LLaMA 2 13B Base Capabilities

🆘 Have you tried this model? Rate its performance. This feedback would greatly assist ML community in identifying the most suitable model for their needs. Your contribution really does make a difference! 🌟

Instruction Following and Task Automation  
Factuality and Completeness of Knowledge  
Censorship and Alignment  
Data Analysis and Insight Generation  
Text Generation  
Text Summarization and Feature Extraction  
Code Generation  
Multi-Language Support and Translation  

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