CNCF by julioc-p

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  Autotrain compatible   Base model:google/gemma-7b   Endpoints compatible   Gemma   Ggml   Gguf   License:mit   Q4   Quantized   Region:us

Rank the CNCF 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  
CNCF (julioc-p/CNCF)

Best Alternatives to CNCF

Best Alternatives
HF Rank
DeepCNCFQuantized8K / 5.3 GB861
VolareQuantized8K / 5.3 GB361
Gemma 7B Uawiki 1B8K / 17.1 GB4630
Gemma 7B It GGUF8K / 3.1 GB77311
Llama2 Kazakh 7B GGUF8K / 4.1 GB470
Gemma 1.1 7B It GGUF8K / 5.3 GB751
Gemma 7B It GGUF8K / 5.3 GB541
Train068K / 9.1 GB24400
Gemma 7B8K / 17.1 GB1142902974
Gemma 7B It8K / 17.1 GB3681711104

CNCF Parameters and Internals

RepositoryOpen on ๐Ÿค— 
Base Model(s)  Gemma 7B   google/gemma-7b
Model Size7b
Required VRAM5.3 GB
Model Typegemma
Model Files  5.3 GB
GGML QuantizationYes
GGUF QuantizationYes
Quantization Typegguf|ggml|q4|q4_k
Model ArchitectureGemmaForCausalLM
Context Length8192
Model Max Length8192
Transformers Version4.41.2
Vocabulary Size256000
Initializer Range0.02
Torch Data Typefloat32

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Original data from HuggingFace, OpenCompass and various public git repos.
Release v2024042801