Cognitive Hacker by ebowwa

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  4bit Base model:finetune:unsloth/mi... Base model:unsloth/mistral-7b-... Dataset:ebowwa/cognitive-hacki...   En   Endpoints compatible   Lora   Mistral   Quantized   Region:us   Safetensors   Trl   Unsloth

Cognitive Hacker Benchmarks

nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").

Cognitive Hacker Parameters and Internals

Model Type 
text-generation-inference, transformers, unsloth, mistral, trl
Additional Notes 
This mistral model was trained 2x faster with Unsloth and Huggingface's TRL library.
Training Details 
Data Sources:
ebowwa/cognitive-hacking
Methodology:
Finetuned using Unsloth and Huggingface's TRL library.
LLM NameCognitive Hacker
Repository ๐Ÿค—https://huggingface.co/ebowwa/cognitive-hacker 
Base Model(s)  unsloth/mistral-7b-v0.3-bnb-4bit   unsloth/mistral-7b-v0.3-bnb-4bit
Model Size7b
Required VRAM0.2 GB
Updated2024-11-21
Maintainerebowwa
Model Files  0.2 GB
Supported Languagesen
Quantization Type4bit
Model ArchitectureAutoModel
Licenseapache-2.0
Is Biasednone
PEFT TypeLORA
LoRA ModelYes
PEFT Target Modulesgate_proj|k_proj|up_proj|v_proj|o_proj|down_proj|q_proj
LoRA Alpha16
LoRA Dropout0
R Param16
Cognitive Hacker (ebowwa/cognitive-hacker)

Best Alternatives to Cognitive Hacker

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Text Completion0K / 2.4 GB01
Cognitive Hacker0.20K / 0.2 GB01
Lora Model0K / 0.2 GB01
Mistral 7B Bnb 4bit Lora Model0K / 0.2 GB01
Mistral Sharegpt90k0K / 0.2 GB310
Swahili Gemma Lora0K / 0.2 GB02
Gemma Swahili Mollel 1 Epoch0K / 0.2 GB02
Note: green Score (e.g. "73.2") means that the model is better than ebowwa/cognitive-hacker.

Rank the Cognitive Hacker Capabilities

๐Ÿ†˜ 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! ๐ŸŒŸ

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 v20241110