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TinyLlama 1.1B 1T OpenOrca by jeff31415

 »  All LLMs  »  jeff31415  »  TinyLlama 1.1B 1T OpenOrca   URL Share it on

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  Autotrain compatible   Dataset:bigcode/starcoderdata Dataset:cerebras/slimpajama-62...   Dataset:open-orca/openorca   En   Endpoints compatible   Llama   Pytorch   Region:us   Safetensors
Model Card on HF 🤗: https://huggingface.co/jeff31415/TinyLlama-1.1B-1T-OpenOrca 

TinyLlama 1.1B 1T OpenOrca Benchmarks

ARC: 31.31 vs 96.7 (so35)-67.6%
HellaSwag: 52.34 vs 95.3 (gpt4)-45.1%
MMLU: 25.31 vs 88.3 (so35)-71.3%
TruthfulQA: 38.58 vs 59 (gpt4)-34.6%
WinoGrande: 58.25 vs 87.5 (gpt4)-33.4%
GSM8K: 1.67 vs 96.4 (so35)-98.3%
LLME Score: 0.16684
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
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TinyLlama 1.1B 1T OpenOrca Parameters and Internals

Additional Notes 
Training cost approximately for this fine-tuning.
Supported Languages 
en (proficient)
Training Details 
Data Sources:
Open-Orca/OpenOrca, bigcode/starcoderdata, cerebras/SlimPajama-627B
Methodology:
Fine-tuned on OpenOrca GPT4 subset for 1 epoch, using CHATML format.
Training Time:
~16 hours for 1 epoch.
Hardware Used:
1*RTX A5000 from autodl.com
LLM NameTinyLlama 1.1B 1T OpenOrca
Repository 🤗https://huggingface.co/jeff31415/TinyLlama-1.1B-1T-OpenOrca 
Model Size627b
Required VRAM2.2 GB
Updated2025-06-09
Maintainerjeff31415
Model Typellama
Model Files  2.2 GB   2.2 GB
Supported Languagesen
Model ArchitectureLlamaForCausalLM
Licenseapache-2.0
Context Length2048
Model Max Length2048
Transformers Version4.31.0.dev0
Tokenizer ClassLlamaTokenizer
Beginning of Sentence Token<s>
End of Sentence Token</s>
Unk Token<unk>
Vocabulary Size32000
Torch Data Typefloat32
TinyLlama 1.1B 1T OpenOrca (jeff31415/TinyLlama-1.1B-1T-OpenOrca)

Quantized Models of the TinyLlama 1.1B 1T OpenOrca

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...inyLlama 1.1B 1T OpenOrca GGUF1712630 GB
...inyLlama 1.1B 1T OpenOrca GPTQ2410 GB
TinyLlama 1.1B 1T OpenOrca AWQ2130 GB

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Note: green Score (e.g. "73.2") means that the model is better than jeff31415/TinyLlama-1.1B-1T-OpenOrca.

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Release v20241124
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