TinyLlama 1.1B 32K GGUF by andrijdavid

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  Autotrain compatible Dataset:togethercomputer/redpa...   En   Endpoints compatible   Gguf   Llama   Llama 2   Q2   Quantized   Region:us

TinyLlama 1.1B 32K GGUF Benchmarks

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 32K GGUF (andrijdavid/TinyLlama-1.1B-32k-GGUF)

TinyLlama 1.1B 32K GGUF Parameters and Internals

Model Type 
text generation
Additional Notes 
Quantization in GGUF format allows various file sizes useful for different computational capacities.
Training Details 
Data Sources:
togethercomputer/RedPajama-Data-1T-Sample
Methodology:
32k context finetune with increased rope theta
Context Length:
32768
LLM NameTinyLlama 1.1B 32K GGUF
Repository ๐Ÿค—https://huggingface.co/andrijdavid/TinyLlama-1.1B-32k-GGUF 
Base Model(s)  Doctor-Shotgun/TinyLlama-1.1B-32k   Doctor-Shotgun/TinyLlama-1.1B-32k
Model Size1.1b
Required VRAM0.5 GB
Updated2025-02-05
Maintainerandrijdavid
Model Typellama
Model Files  0.5 GB   0.6 GB   0.6 GB   0.6 GB   0.5 GB   0.6 GB   0.7 GB   0.7 GB   0.7 GB   0.6 GB   0.8 GB   0.8 GB   0.8 GB   0.8 GB   0.8 GB   0.9 GB   1.2 GB   2.2 GB
Supported Languagesen
GGUF QuantizationYes
Quantization Typegguf|q2|q4_k|q5_k
Model ArchitectureLlamaForCausalLM
Licenseapache-2.0
Context Length32768
Model Max Length32768
Transformers Version4.36.2
Tokenizer ClassLlamaTokenizer
Padding Token</s>
Vocabulary Size32000
Torch Data Typebfloat16

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Note: green Score (e.g. "73.2") means that the model is better than andrijdavid/TinyLlama-1.1B-32k-GGUF.

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Instruction Following and Task Automation  
Factuality and Completeness of Knowledge  
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Data Analysis and Insight Generation  
Text Generation  
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Original data from HuggingFace, OpenCompass and various public git repos.
Release v20241227