Gemma 2B Inst Aipi by rootsec1

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  Autotrain compatible   Conversational Dataset:sail/symbolic-instruct...   Endpoints compatible   Gemma   Gguf   Instruct   Quantized   Region:us   Safetensors   Sharded   Tensorflow

Gemma 2B Inst Aipi Benchmarks

nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
Gemma 2B Inst Aipi (rootsec1/gemma-2B-inst-aipi)

Gemma 2B Inst Aipi Parameters and Internals

Model Type 
Causal Language Model
Use Cases 
Areas:
code generation, automated reasoning, AI instruction following
Additional Notes 
The model is fine-tuned for symbolic instruction interpretation and execution.
Training Details 
Data Sources:
sail/symbolic-instruction-tuning
Methodology:
Fine-tuning
Input Output 
Input Format:
Encoded symbolic instructions
Output Format:
Decoded textual instructions
LLM NameGemma 2B Inst Aipi
Repository ๐Ÿค—https://huggingface.co/rootsec1/gemma-2B-inst-aipi 
Model Size2b
Required VRAM5.1 GB
Updated2024-12-23
Maintainerrootsec1
Model Typegemma
Instruction-BasedYes
Model Files  10.0 GB   5.0 GB: 1-of-2   0.1 GB: 2-of-2
GGUF QuantizationYes
Quantization Typegguf
Model ArchitectureGemmaForCausalLM
Licenseapache-2.0
Context Length8192
Model Max Length8192
Transformers Version4.38.0.dev0
Tokenizer ClassGemmaTokenizer
Padding Token<pad>
Vocabulary Size256000
Torch Data Typebfloat16

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Note: green Score (e.g. "73.2") means that the model is better than rootsec1/gemma-2B-inst-aipi.

Rank the Gemma 2B Inst Aipi 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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Original data from HuggingFace, OpenCompass and various public git repos.
Release v20241217