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TinyLLaMA 0.6chat EXL2 3.00bpw by SicariusSicariiStuff

 »  All LLMs  »  SicariusSicariiStuff  »  TinyLLaMA 0.6chat EXL2 3.00bpw   URL Share it on

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  Autotrain compatible   Conversational   Dataset:bigcode/starcoderdata Dataset:cerebras/slimpajama-62... Dataset:openassistant/oasst to...   En   Endpoints compatible   Exl2   Llama   Quantized   Region:us   Safetensors
Model Card on HF 🤗: https://huggingface.co/SicariusSicariiStuff/TinyLLaMA_0.6chat_EXL2_3.00bpw 

TinyLLaMA 0.6chat EXL2 3.00bpw Benchmarks

LLME Score: 0.12841
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
TinyLLaMA 0.6chat EXL2 3.00bpw (SicariusSicariiStuff/TinyLLaMA_0.6chat_EXL2_3.00bpw)
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TinyLLaMA 0.6chat EXL2 3.00bpw Parameters and Internals

Model Type 
text generation, chatbot
Use Cases 
Areas:
chatbot applications, text generation
Primary Use Cases:
interactive chatbots, text completion
Additional Notes 
This model is compact and designed for efficient computation and memory footprint.
Supported Languages 
en (high)
Training Details 
Data Sources:
cerebras/SlimPajama-627B, bigcode/starcoderdata, OpenAssistant/oasst_top1_2023-08-25
Data Volume:
3 trillion tokens
Methodology:
Pretraining with optimization, same architecture and tokenizer as Llama 2, further aligned with TRL's DPOTrainer on UltraFeedback dataset
Training Time:
90 days
Hardware Used:
16 A100-40G GPUs
Model Architecture:
Same as Llama 2
Input Output 
Input Format:
JSON-like structured input for messages
Accepted Modalities:
text
Output Format:
generated text
Performance Tips:
Use proper transformers and accelerate installation for optimal performance
LLM NameTinyLLaMA 0.6chat EXL2 3.00bpw
Repository 🤗https://huggingface.co/SicariusSicariiStuff/TinyLLaMA_0.6chat_EXL2_3.00bpw 
Model Size627b
Required VRAM0.5 GB
Updated2025-09-12
MaintainerSicariusSicariiStuff
Model Typellama
Model Files  0.5 GB
Supported Languagesen
Quantization Typeexl2
Model ArchitectureLlamaForCausalLM
Licenseapache-2.0
Context Length2048
Model Max Length2048
Transformers Version4.35.0
Tokenizer ClassLlamaTokenizer
Padding Token</s>
Vocabulary Size32000
Torch Data Typebfloat16

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Note: green Score (e.g. "73.2") means that the model is better than SicariusSicariiStuff/TinyLLaMA_0.6chat_EXL2_3.00bpw.

Rank the TinyLLaMA 0.6chat EXL2 3.00bpw 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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