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Unsloth Tinyllama by KingNish

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  Autotrain compatible Base model:finetune:unsloth/ti... Base model:unsloth/tinyllama-c...   Conversational   En   Endpoints compatible   Llama   Pytorch   Region:us   Sft   Trl   Unsloth
Model Card on HF 🤗: https://huggingface.co/KingNish/unsloth-tinyllama 

Unsloth Tinyllama Benchmarks

LLME Score: 0.18334
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
Unsloth Tinyllama (KingNish/unsloth-tinyllama)

Unsloth Tinyllama Parameters and Internals

Model Type 
text-generation-inference, transformers, unsloth, llama, trl, sft
Additional Notes 
The model was trained 2x faster using Unsloth and Huggingface's TRL library.
LLM NameUnsloth Tinyllama
Repository 🤗https://huggingface.co/KingNish/unsloth-tinyllama 
Base Model(s)  Tinyllama Chat   unsloth/tinyllama-chat
Required VRAM4.1 GB
Updated2024-12-10
MaintainerKingNish
Model Typellama
Model Files  4.1 GB
Supported Languagesen
Model ArchitectureLlamaForCausalLM
Licenseapache-2.0
Context Length4096
Model Max Length4096
Transformers Version4.40.1
Tokenizer ClassLlamaTokenizer
Padding Token<unk>
Vocabulary Size32000
Torch Data Typefloat16

Best Alternatives to Unsloth Tinyllama

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Context / RAM
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Likes
LWM Text 512K512K / 13.5 GB102
LWM Text Chat 512K512K / 13.5 GB62
LWM Text 256K256K / 13.5 GB263
LWM Text Chat 256K256K / 13.5 GB213
Pallas 0.5 LASER 0.1195K / 68.9 GB19912
Ashley3b X 1.2128K / 6.5 GB250
Ashley3b X 1.3128K / 6.5 GB140
Cyber13128K / 16.1 GB50
Cyber8128K / 16.1 GB50
LWM Text Chat 128K128K / 13.5 GB4120
Note: green Score (e.g. "73.2") means that the model is better than KingNish/unsloth-tinyllama.

Rank the Unsloth Tinyllama 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 v20241227
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