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TinyLlama 1.1B Intermediate Step 1431K 3T GGUF by andrijdavid

 »  All LLMs  »  andrijdavid  »  TinyLlama 1.1B Intermediate Step 1431K 3T GGUF   URL Share it on

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  Autotrain compatible   Dataset:bigcode/starcoderdata Dataset:cerebras/slimpajama-62...   En   Endpoints compatible   Gguf   Llama   Q2   Quantized   Region:us
Model Card on HF 🤗: https://huggingface.co/andrijdavid/TinyLlama-1.1B-intermediate-step-1431k-3T-GGUF 

TinyLlama 1.1B Intermediate Step 1431K 3T GGUF Benchmarks

ARC: 34.64 vs 96.7 (so35)-64.2%
HellaSwag: 59.84 vs 95.3 (gpt4)-37.2%
MMLU: 25.85 vs 88.3 (so35)-70.7%
TruthfulQA: 36.57 vs 59 (gpt4)-38%
WinoGrande: 61.17 vs 87.5 (gpt4)-30.1%
GSM8K: 1.74 vs 96.4 (so35)-98.2%
LLME Score: 0.20128
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 Intermediate Step 1431K 3T GGUF (andrijdavid/TinyLlama-1.1B-intermediate-step-1431k-3T-GGUF)

TinyLlama 1.1B Intermediate Step 1431K 3T GGUF Parameters and Internals

Model Type 
text generation
Additional Notes 
Uses GGUF format introduced by llama.cpp team on August 21, 2023, to replace GGML, enabling efficient quantization and deployment.
Training Details 
Data Sources:
cerebras/SlimPajama-627B, bigcode/starcoderdata
Data Volume:
3 trillion tokens
Training Time:
about 90 days
Hardware Used:
16 A100-40G GPUs
Model Architecture:
Same as Llama 2
LLM NameTinyLlama 1.1B Intermediate Step 1431K 3T GGUF
Repository 🤗https://huggingface.co/andrijdavid/TinyLlama-1.1B-intermediate-step-1431k-3T-GGUF 
Base Model(s)  Ali7538/TinyLlama-1.1B-intermediate-step-1431k-3T_PAD   Ali7538/TinyLlama-1.1B-intermediate-step-1431k-3T_PAD
Model Size1.1b
Required VRAM0.1 GB
Updated2025-02-22
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   0.1 GB   2.2 GB
Supported Languagesen
GGUF QuantizationYes
Quantization Typegguf|q2|q4_k|q5_k
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

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Note: green Score (e.g. "73.2") means that the model is better than andrijdavid/TinyLlama-1.1B-intermediate-step-1431k-3T-GGUF.

Rank the TinyLlama 1.1B Intermediate Step 1431K 3T GGUF 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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Release v20241227
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