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TinyLlama 1.1B Intermediate Step 480K 1T GGUF by Trelis

 »  All LLMs  »  Trelis  »  TinyLlama 1.1B Intermediate Step 480K 1T GGUF   URL Share it on

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  Autotrain compatible   Dataset:bigcode/starcoderdata Dataset:cerebras/slimpajama-62...   En   Endpoints compatible   Ggml   Gguf   Llama   Quantized   Region:us   Tinyllama
Model Card on HF 🤗: https://huggingface.co/Trelis/TinyLlama-1.1B-intermediate-step-480k-1T-GGUF 

TinyLlama 1.1B Intermediate Step 480K 1T 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: 0.16321
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 Intermediate Step 480K 1T GGUF Parameters and Internals

Model Type 
text generation
Additional Notes 
Intermediate checkpoint with 480K steps and 1007B tokens.
Supported Languages 
en (primary)
Training Details 
Data Sources:
cerebras/SlimPajama-627B, bigcode/starcoderdata
Data Volume:
3 trillion tokens
Methodology:
same architecture and tokenizer as Llama 2
Training Time:
90 days
Hardware Used:
16 A100-40G GPUs
Model Architecture:
Llama 2 architecture
LLM NameTinyLlama 1.1B Intermediate Step 480K 1T GGUF
Repository 🤗https://huggingface.co/Trelis/TinyLlama-1.1B-intermediate-step-480k-1T-GGUF 
Base Model(s)  Tinyllama Lora Norobots   smangrul/tinyllama_lora_norobots
Model Size1.1b
Required VRAM0.7 GB
Updated2025-06-09
MaintainerTrelis
Model Typellama
Model Files  0.7 GB   0.0 GB
Supported Languagesen
GGML QuantizationYes
GGUF QuantizationYes
Quantization Typegguf|ggml
Model ArchitectureLlamaForCausalLM
Licenseapache-2.0
Context Length2048
Model Max Length2048
Transformers Version4.34.0.dev0
Tokenizer ClassLlamaTokenizer
Beginning of Sentence Token<s>
End of Sentence Token</s>
Unk Token<unk>
Vocabulary Size32000
Torch Data Typebfloat16
TinyLlama 1.1B Intermediate Step 480K 1T GGUF (Trelis/TinyLlama-1.1B-intermediate-step-480k-1T-GGUF)

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Note: green Score (e.g. "73.2") means that the model is better than Trelis/TinyLlama-1.1B-intermediate-step-480k-1T-GGUF.

Rank the TinyLlama 1.1B Intermediate Step 480K 1T 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 v20241124
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