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TinyLLama V0 by Maykeye

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  Autotrain compatible   Endpoints compatible   Llama   Onnx   Pytorch   Region:us   Safetensors
Model Card on HF 🤗: https://huggingface.co/Maykeye/TinyLLama-v0 

TinyLLama V0 Benchmarks

LLME Score: 0.14076
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
TinyLLama V0 (Maykeye/TinyLLama-v0)
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TinyLLama V0 Parameters and Internals

Model Type 
Causal Language Model
Additional Notes 
Extremely PoC version with simplified training and caching mechanics. Backup and validation scripts provided. Training data constraints exist due to context length handling.
Training Details 
Data Sources:
TinyStoriesV2-GPT4-train.txt, TinyStoriesV2-GPT4-valid.txt
Methodology:
Training truncates stories longer than context size without sliding window. Uses open_llama_3b tokenizer.
Training Time:
9 hours total, 3 hours per epoch
Hardware Used:
40GB A100 GPU with ~30GB VRAM
Model Architecture:
Llama
Release Notes 
Version:
1.0
Notes:
First version PoC with basic function to train and validate with specified dataset files.
LLM NameTinyLLama V0
Repository 🤗https://huggingface.co/Maykeye/TinyLLama-v0 
Model Size4.6m
Required VRAM0 GB
Updated2025-09-23
MaintainerMaykeye
Model Typellama
Model Files  0.0 GB   0.0 GB
Model ArchitectureLlamaForCausalLM
Licenseapache-2.0
Context Length2048
Model Max Length2048
Transformers Version4.30.2
Tokenizer ClassLlamaTokenizer
Beginning of Sentence Token<s>
End of Sentence Token</s>
Unk Token<unk>
Vocabulary Size32000
Torch Data Typebfloat16

Best Alternatives to TinyLLama V0

Best Alternatives
Context / RAM
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Likes
SimpleLlamaSentences2K / 0 GB60
UniversalNER TinyLLama2K / 0 GB61
Q4 Llama 38K / 6.1 GB120
BNB 4Bit Llama3 Finetune8K / 6.1 GB170
Llama3 Finetune 4bit8K / 6.1 GB00
Note: green Score (e.g. "73.2") means that the model is better than Maykeye/TinyLLama-v0.

Rank the TinyLLama V0 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 v20241124
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