TinyLlama 1.1B Intermediate Step 715K 1.5T Lr 5 1epch Airoboros3.1 1K Instruct V1 by habanoz

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TinyLlama 1.1B Intermediate Step 715K 1.5T Lr 5 1epch Airoboros3.1 1K Instruct V1 Benchmarks

TinyLlama 1.1B Intermediate Step 715K 1.5T Lr 5 1epch Airoboros3.1 1K Instruct V1 (habanoz/TinyLlama-1.1B-intermediate-step-715k-1.5T-lr-5-1epch-airoboros3.1-1k-instruct-V1)

TinyLlama 1.1B Intermediate Step 715K 1.5T Lr 5 1epch Airoboros3.1 1K Instruct V1 Parameters and Internals

Model Type 
text-generation
Additional Notes 
Implemented with specific approach using Qlora and fine-tuning technique.
Training Details 
Data Sources:
habanoz/airoboros-3.1-no-mathjson-max-1k
Methodology:
Finetuned using airoboros-3.1-no-mathjson-max-1k dataset. Qlora is used. Adapter is merged.
Context Length:
1024
LLM NameTinyLlama 1.1B Intermediate Step 715K 1.5T Lr 5 1epch Airoboros3.1 1K Instruct V1
Repository ๐Ÿค—https://huggingface.co/habanoz/TinyLlama-1.1B-intermediate-step-715k-1.5T-lr-5-1epch-airoboros3.1-1k-instruct-V1 
Model Size1.1b
Required VRAM2.2 GB
Updated2025-02-10
Maintainerhabanoz
Model Typellama
Instruction-BasedYes
Model Files  2.2 GB
Supported Languagesen
Model ArchitectureLlamaForCausalLM
Licenseapache-2.0
Context Length2048
Model Max Length2048
Transformers Version4.36.0.dev0
Tokenizer ClassLlamaTokenizer
Vocabulary Size32000
Torch Data Typebfloat16

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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 v20241227