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Cria Llama2 7B V1.3 GGUF by davzoku

 »  All LLMs  »  davzoku  »  Cria Llama2 7B V1.3 GGUF   URL Share it on

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  Autotrain compatible   Codegen Dataset:mlabonne/codellama-2-2...   En   Gguf   Llama   Llama2   Pytorch   Quantized   Region:us
Model Card on HF 🤗: https://huggingface.co/davzoku/cria-llama2-7b-v1.3-GGUF 

Cria Llama2 7B V1.3 GGUF Benchmarks

ARC: 52.73 vs 96.7 (so35)-45.5%
HellaSwag: 78.58 vs 95.3 (gpt4)-17.5%
MMLU: 48.3 vs 88.3 (so35)-45.3%
TruthfulQA: 45.58 vs 59 (gpt4)-22.7%
WinoGrande: 71.9 vs 87.5 (gpt4)-17.8%
GSM8K: 8.49 vs 96.4 (so35)-91.2%
LLME Score: 0.18814
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
Cria Llama2 7B V1.3 GGUF (davzoku/cria-llama2-7b-v1.3-GGUF)

Cria Llama2 7B V1.3 GGUF Parameters and Internals

Model Type 
text generation
Use Cases 
Areas:
chatbot systems
Additional Notes 
Inspired by the term 'cria', which refers to a baby llama or alpaca.
Supported Languages 
en (English)
Training Details 
Data Sources:
mlabonne/CodeLlama-2-20k
Methodology:
Fine-tuning with QLoRA 4-bit precision
Hardware Used:
T4 GPU
Input Output 
Input Format:
Text prompts
Accepted Modalities:
text
Output Format:
Generated text
Release Notes 
Version:
1.3
Notes:
Released with multiple variants including GGML and PEFT adapter formats.
LLM NameCria Llama2 7B V1.3 GGUF
Repository 🤗https://huggingface.co/davzoku/cria-llama2-7b-v1.3-GGUF 
Base Model(s)  davzoku/cria-llama2-7b-v1.3   davzoku/cria-llama2-7b-v1.3
Model Size7b
Required VRAM3.8 GB
Updated2025-02-05
Maintainerdavzoku
Model Typellama
Model Files  3.8 GB
Supported Languagesen
GGUF QuantizationYes
Quantization Typegguf
Generates CodeYes
Model ArchitectureLlamaForCausalLM
Licensellama2
Context Length4096
Model Max Length4096
Transformers Version4.31.0
Tokenizer ClassLlamaTokenizer
Beginning of Sentence Token<s>
End of Sentence Token</s>
Unk Token<unk>
Vocabulary Size32001
Torch Data Typefloat16

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Note: green Score (e.g. "73.2") means that the model is better than davzoku/cria-llama2-7b-v1.3-GGUF.

Rank the Cria Llama2 7B V1.3 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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