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TinyLlama QuantumQuill Chat by Stefan171

 »  All LLMs  »  Stefan171  »  TinyLlama QuantumQuill Chat   URL Share it on

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  4bit   Autotrain compatible Base model:finetune:unsloth/ti... Base model:unsloth/tinyllama-c...   Dataset:meta-math/metamathqa   En   Endpoints compatible   Llama   Pytorch   Quantized   Region:us   Sft   Trl   Unsloth
Model Card on HF 🤗: https://huggingface.co/Stefan171/TinyLlama-QuantumQuill-chat 

TinyLlama QuantumQuill Chat Benchmarks

ARC: 29.18 vs 96.7 (so35)-69.8%
HellaSwag: 48.84 vs 95.3 (gpt4)-48.8%
MMLU: 23.94 vs 88.3 (so35)-72.9%
TruthfulQA: 38.87 vs 59 (gpt4)-34.1%
WinoGrande: 55.17 vs 87.5 (gpt4)-36.9%
GSM8K: 4.93 vs 96.4 (so35)-94.9%
LLME Score: 0.24052
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
TinyLlama QuantumQuill Chat (Stefan171/TinyLlama-QuantumQuill-chat)

TinyLlama QuantumQuill Chat Parameters and Internals

Model Type 
text-generation-inference, transformers, unsloth, llama, trl, sft
Additional Notes 
This llama model was trained 2x faster with Unsloth and Huggingface's TRL library.
LLM NameTinyLlama QuantumQuill Chat
Repository 🤗https://huggingface.co/Stefan171/TinyLlama-QuantumQuill-chat 
Base Model(s)  Tinyllama Chat Bnb 4bit   unsloth/tinyllama-chat-bnb-4bit
Required VRAM2.2 GB
Updated2024-12-21
MaintainerStefan171
Model Typellama
Model Files  2.2 GB
Supported Languagesen
Quantization Type4bit
Model ArchitectureLlamaForCausalLM
Licenseapache-2.0
Context Length16000
Model Max Length16000
Transformers Version4.40.1
Tokenizer ClassLlamaTokenizer
Padding Token<unk>
Vocabulary Size32000
Torch Data Typefloat16

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Note: green Score (e.g. "73.2") means that the model is better than Stefan171/TinyLlama-QuantumQuill-chat.

Rank the TinyLlama QuantumQuill Chat Capabilities

🆘 Have you tried this model? Rate its performance. This feedback would greatly assist ML community in identifying the most suitable model for their needs. Your contribution really does make a difference! 🌟

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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Original data from HuggingFace, OpenCompass and various public git repos.
Release v20241217
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