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AbL3In 15B by TheSkullery

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  Merged Model   Autotrain compatible Base model:failspy/meta-llama-...   Conversational   Endpoints compatible   Instruct   License:llama3   Llama   Model-index   Region:us   Safetensors   Sharded   Tensorflow
Model Card on HF 🤗: https://huggingface.co/TheSkullery/AbL3In-15B 

AbL3In 15B Benchmarks

ARC: 61.77 vs 96.7 (so35)-36.1%
HellaSwag: 78.42 vs 95.3 (gpt4)-17.7%
MMLU: 66.57 vs 88.3 (so35)-24.6%
TruthfulQA: 52.53 vs 59 (gpt4)-11%
WinoGrande: 74.74 vs 87.5 (gpt4)-14.6%
GSM8K: 70.74 vs 96.4 (so35)-26.6%
LLME Score: 0.21369
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
AbL3In 15B (TheSkullery/AbL3In-15B)

AbL3In 15B Parameters and Internals

Model Type 
text-generation
Additional Notes 
This model is an experimental prototype using the zeroing method from Llama-3 methodologies, focused on text generation tasks.
Training Details 
Methodology:
Merge method: passthrough using layer range [0, 24].
Model Architecture:
Llama-3 structure
LLM NameAbL3In 15B
Repository 🤗https://huggingface.co/TheSkullery/AbL3In-15B 
Base Model(s)  ...a 3 8B Instruct Abliterated V3   failspy/Meta-Llama-3-8B-Instruct-abliterated-v3
Merged ModelYes
Model Size8b
Required VRAM30.1 GB
Updated2024-07-22
MaintainerTheSkullery
Model Typellama
Instruction-BasedYes
Model Files  5.0 GB: 1-of-7   5.0 GB: 2-of-7   5.0 GB: 3-of-7   5.0 GB: 4-of-7   5.0 GB: 5-of-7   5.0 GB: 6-of-7   0.1 GB: 7-of-7
Model ArchitectureLlamaForCausalLM
Licensellama3
Context Length8192
Model Max Length8192
Transformers Version4.41.0
Tokenizer ClassPreTrainedTokenizerFast
Padding Token<|end_of_text|>
Vocabulary Size128256
Torch Data Typebfloat16

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Note: green Score (e.g. "73.2") means that the model is better than TheSkullery/AbL3In-15B.

Rank the AbL3In 15B 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 v20241227
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