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TinyLlama V1.1 by TinyLlama

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TinyLlama V1.1 is an open-source language model by TinyLlama. Features: 627b LLM, VRAM: 4.4GB, Context: 2K, License: apache-2.0, LLM Explorer Score: 0.19.

  Arxiv:2401.02385 Dataset:cerebras/slimpajama-62...   En   Endpoints compatible   Llama   Pytorch   Region:us
Model Card on HF 🤗: https://huggingface.co/TinyLlama/TinyLlama_v1.1 

TinyLlama V1.1 Benchmarks

MMLU Pro: 0.54
MUSR: 3.98
BBH: 3.21
IFEval: 20.01 vs 88 (so35)-77.3%
MATH Lvl 5: 1.21
LLME Score: 0.1915
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
TinyLlama V1.1 (TinyLlama/TinyLlama_v1.1)
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TinyLlama V1.1 Parameters and Internals

Model Type 
text generation
Use Cases 
Areas:
General purposes, Math and code, Chinese language understanding
Primary Use Cases:
TinyLlama_v1.1, TinyLlama_v1.1_Math&Code, TinyLlama_v1.1_Chinese
Additional Notes 
TinyLlama is compatible to be integrated with Llama-based systems. It features a compact architecture with 1.1B parameters.
Supported Languages 
en (English), zh (Chinese)
Training Details 
Data Sources:
cerebras/SlimPajama-627B, Math&Code, Skypile
Data Volume:
2 trillion tokens
Methodology:
Continual pretraining with specific domains
Training Time:
Start date 2023-09-01
Hardware Used:
4 A100-40G per node
Model Architecture:
Llama 2 architecture
Input Output 
Accepted Modalities:
text
LLM NameTinyLlama V1.1
Repository 🤗https://huggingface.co/TinyLlama/TinyLlama_v1.1 
Model Size627b
Required VRAM4.4 GB
Updated2026-04-10
MaintainerTinyLlama
Model Typellama
Model Files  4.4 GB
Supported Languagesen
Model ArchitectureLlamaForCausalLM
Licenseapache-2.0
Context Length2048
Model Max Length2048
Transformers Version4.31.0.dev0
Tokenizer ClassLlamaTokenizer
Beginning of Sentence Token<s>
End of Sentence Token</s>
Unk Token<unk>
Vocabulary Size32000
Torch Data Typefloat32

Best Alternatives to TinyLlama V1.1

Best Alternatives
Context / RAM
Downloads
Likes
CroissantLLMBase2K / 5.4 GB106033
MicroLlama2K / 1.2 GB33753
...Llama 1.1B 1.5T OpenOrca Alpha2K / 2.2 GB4204
TinyLlama 1.1B 1T OpenOrca2K / 2.2 GB47
TinyLlama V1.1 Math Code2K / 4.4 GB128814
TinyLlama V1.1 Chinese2K / 4.4 GB60914
TinyLLaMA 0.6chat EXL2 3.00bpw2K / 0.5 GB50
...inyLlama 1.1B 1T OpenOrca GPTQ2K / 0.8 GB352
TinyLlama 1.1B 1T OpenOrca AWQ2K / 0.8 GB62

Rank the TinyLlama V1.1 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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