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TinyDolphin 2.8 1.1B by cognitivecomputations

 »  All LLMs  »  cognitivecomputations  »  TinyDolphin 2.8 1.1B   URL Share it on

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  Autotrain compatible   Dataset:bigcode/starcoderdata Dataset:cerebras/slimpajama-62...   Dataset:teknium/openhermes   En   Endpoints compatible   Llama   Region:us   Safetensors
Model Card on HF 🤗: https://huggingface.co/cognitivecomputations/TinyDolphin-2.8-1.1b 

TinyDolphin 2.8 1.1B Benchmarks

ARC: 34.3 vs 96.7 (so35)-64.5%
HellaSwag: 59.44 vs 95.3 (gpt4)-37.6%
MMLU: 25.59 vs 88.3 (so35)-71%
TruthfulQA: 36.51 vs 59 (gpt4)-38.1%
WinoGrande: 60.69 vs 87.5 (gpt4)-30.6%
GSM8K: 1.52 vs 96.4 (so35)-98.4%
LLME Score: 0.23229
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
TinyDolphin 2.8 1.1B (cognitivecomputations/TinyDolphin-2.8-1.1b)

TinyDolphin 2.8 1.1B Parameters and Internals

Model Type 
language model, text generation
Additional Notes 
Intended as a compact and efficient model within computational and memory constraints. It is based on optimizations of the Llama architecture for use in respective applications.
Supported Languages 
en (proficient)
Training Details 
Data Sources:
cerebras/SlimPajama-627B, bigcode/starcoderdata, teknium/openhermes, Dolphin 2.8 dataset by Eric Hartford
Data Volume:
3 trillion tokens
Methodology:
Pretrained using optimized techniques on Llama architecture and tokenizer
Training Time:
90 days
Hardware Used:
16 A100-40G GPUs
Model Architecture:
Same architecture and tokenizer as Llama 2. Compact with only 1.1B parameters.
LLM NameTinyDolphin 2.8 1.1B
Repository 🤗https://huggingface.co/cognitivecomputations/TinyDolphin-2.8-1.1b 
Model Size1.1b
Required VRAM2.2 GB
Updated2025-02-22
Maintainercognitivecomputations
Model Typellama
Model Files  2.2 GB
Supported Languagesen
Model ArchitectureLlamaForCausalLM
Licenseapache-2.0
Context Length4096
Model Max Length4096
Transformers Version4.37.0.dev0
Tokenizer ClassLlamaTokenizer
Padding Token</s>
Vocabulary Size32002
Torch Data Typebfloat16

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Rank the TinyDolphin 2.8 1.1B 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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