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TinyLlama 1.1B Intermediate Step 1431K 3T by TinyLlama

 »  All LLMs  »  TinyLlama  »  TinyLlama 1.1B Intermediate Step 1431K 3T   URL Share it on

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  Autotrain compatible   Dataset:bigcode/starcoderdata Dataset:cerebras/slimpajama-62...   En   Endpoints compatible   Llama   Model-index   Pytorch   Region:us   Safetensors
Model Card on HF 🤗: https://huggingface.co/TinyLlama/TinyLlama-1.1B-intermediate-step-1431k-3T 

TinyLlama 1.1B Intermediate Step 1431K 3T Benchmarks

MMLU Pro: 1.34
GPQA: 0.34
MUSR: 2.19
BBH: 3.55
IFEval: 22.77 vs 88 (so35)-74.1%
ARC: 33.87 vs 96.7 (so35)-65%
HellaSwag: 60.31 vs 95.3 (gpt4)-36.7%
MMLU: 26.04 vs 88.3 (so35)-70.5%
TruthfulQA: 37.32 vs 59 (gpt4)-36.7%
WinoGrande: 59.51 vs 87.5 (gpt4)-32%
GSM8K: 1.44 vs 96.4 (so35)-98.5%
MATH Lvl 5: 0.83
LLME Score: 0.3431
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
TinyLlama 1.1B Intermediate Step 1431K 3T (TinyLlama/TinyLlama-1.1B-intermediate-step-1431k-3T)

TinyLlama 1.1B Intermediate Step 1431K 3T Parameters and Internals

Model Type 
text-generation
Additional Notes 
TinyLlama is designed to be compact with only 1.1B parameters, allowing it to be used in many applications demanding restricted computation and memory footprint.
Training Details 
Data Sources:
cerebras/SlimPajama-627B, bigcode/starcoderdata
Data Volume:
3 trillion tokens
Training Time:
90 days
Hardware Used:
16 A100-40G GPUs
Model Architecture:
same as Llama 2
LLM NameTinyLlama 1.1B Intermediate Step 1431K 3T
Repository 🤗https://huggingface.co/TinyLlama/TinyLlama-1.1B-intermediate-step-1431k-3T 
Model Size1.1b
Required VRAM4.4 GB
Updated2024-12-22
MaintainerTinyLlama
Model Typellama
Model Files  4.4 GB   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

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Rank the TinyLlama 1.1B Intermediate Step 1431K 3T Capabilities

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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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Release v20241217
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