TinyLlama 1.1B Chat V0.3 5.0bpw H6 EXL2 by LoneStriker

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  Autotrain compatible   Dataset:bigcode/starcoderdata Dataset:cerebras/slimpajama-62... Dataset:openassistant/oasst to...   En   Endpoints compatible   Exl2   Llama   Quantized   Region:us

TinyLlama 1.1B Chat V0.3 5.0bpw H6 EXL2 Benchmarks

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 Chat V0.3 5.0bpw H6 EXL2 (LoneStriker/TinyLlama-1.1B-Chat-v0.3-5.0bpw-h6-exl2)
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TinyLlama 1.1B Chat V0.3 5.0bpw H6 EXL2 Parameters and Internals

Model Type 
Chat, Text Generation
Additional Notes 
TinyLlama can be easily integrated with projects based on Llama due to architectural and tokenizer similarities. It is optimized for efficiency with a compact size of 1.1 billion parameters.
Supported Languages 
en (Proficient)
Training Details 
Data Sources:
cerebras/SlimPajama-627B, bigcode/starcoderdata, OpenAssistant/oasst_top1_2023-08-25
Data Volume:
3 trillion tokens
Methodology:
Pretraining and finetuning
Training Time:
90 days estimated
Hardware Used:
16 A100-40G GPUs
Model Architecture:
Same as Llama 2
Input Output 
Input Format:
chatml
Accepted Modalities:
text
Output Format:
text
LLM NameTinyLlama 1.1B Chat V0.3 5.0bpw H6 EXL2
Repository ๐Ÿค—https://huggingface.co/LoneStriker/TinyLlama-1.1B-Chat-v0.3-5.0bpw-h6-exl2 
Model Size503b
Required VRAM0.8 GB
Updated2025-09-11
MaintainerLoneStriker
Model Typellama
Model Files  0.8 GB
Supported Languagesen
Quantization Typeexl2
Model ArchitectureLlamaForCausalLM
Licenseapache-2.0
Context Length2048
Model Max Length2048
Transformers Version4.34.0.dev0
Tokenizer ClassLlamaTokenizer
Padding Token[PAD]
Vocabulary Size32003
Torch Data Typefloat32

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Note: green Score (e.g. "73.2") means that the model is better than LoneStriker/TinyLlama-1.1B-Chat-v0.3-5.0bpw-h6-exl2.

Rank the TinyLlama 1.1B Chat V0.3 5.0bpw H6 EXL2 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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Original data from HuggingFace, OpenCompass and various public git repos.
Release v20241124