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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: 0.18306
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
TinyLlama 1.1B 1T OpenOrca (jeff31415/TinyLlama-1.1B-1T-OpenOrca)

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
Updated2025-02-22
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

Quantized Models of the TinyLlama 1.1B 1T OpenOrca

Model
Likes
Downloads
VRAM
...inyLlama 1.1B 1T OpenOrca GGUF1621680 GB
TinyLlama 1.1B 1T OpenOrca AWQ2830 GB
...inyLlama 1.1B 1T OpenOrca GPTQ2340 GB

Best Alternatives to TinyLlama 1.1B 1T OpenOrca

Best Alternatives
Context / RAM
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Likes
TinyLlama V1.12K / 4.4 GB10461684
CroissantLLMBase2K / 5.4 GB187931
MicroLlama2K / 1.2 GB108542
TinyLlama V1.1 Math Code2K / 4.4 GB77910
...Llama 1.1B 1.5T OpenOrca Alpha2K / 2.2 GB1424
TinyLlama V1.1 Chinese2K / 4.4 GB2989
TinyLlama 1.1B 1T OpenOrca AWQ2K / 0.8 GB832
...inyLlama 1.1B 1T OpenOrca GPTQ2K / 0.8 GB342
Note: green Score (e.g. "73.2") means that the model is better than jeff31415/TinyLlama-1.1B-1T-OpenOrca.

Rank the TinyLlama 1.1B 1T OpenOrca Capabilities

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Release v20241227
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