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NeuralLLaMa 3 8B DT V0.1 by Kukedlc

 »  All LLMs  »  Kukedlc  »  NeuralLLaMa 3 8B DT V0.1   URL Share it on

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  Merged Model   Autotrain compatible Base model:mlabonne/chimeralla... Base model:nbeerbower/llama-3-... Base model:uygarkurt/llama-3-m...   Endpoints compatible   Llama   Mlabonne/chimerallama-3-8b-v2   Model-index   Nbeerbower/llama-3-stella-8b   Region:us   Safetensors   Sharded   Tensorflow
Model Card on HF 🤗: https://huggingface.co/Kukedlc/NeuralLLaMa-3-8b-DT-v0.1 

NeuralLLaMa 3 8B DT V0.1 Benchmarks

MMLU Pro: 31.02
GPQA: 7.05
MUSR: 9.69
BBH: 28.01
IFEval: 43.71 vs 88 (so35)-50.3%
ARC: 69.71 vs 96.7 (so35)-27.9%
HellaSwag: 85.16 vs 95.3 (gpt4)-10.6%
MMLU: 68.52 vs 88.3 (so35)-22.4%
TruthfulQA: 62.21 vs 59 (gpt4)5.4%
WinoGrande: 78.53 vs 87.5 (gpt4)-10.3%
GSM8K: 70.96 vs 96.4 (so35)-26.4%
MATH Lvl 5: 8.08
LLME Score: 0.31669
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
NeuralLLaMa 3 8B DT V0.1 (Kukedlc/NeuralLLaMa-3-8b-DT-v0.1)

NeuralLLaMa 3 8B DT V0.1 Parameters and Internals

Model Type 
text generation
Supported Languages 
Spanish (fluent)
Training Details 
Methodology:
merge using LazyMergekit
Input Output 
Input Format:
chat format with structured prompts
Accepted Modalities:
text
Output Format:
textual response with potential ASCII art
Performance Tips:
Ensure the model has access to a CUDA-enabled GPU for optimal performance.
LLM NameNeuralLLaMa 3 8B DT V0.1
Repository 🤗https://huggingface.co/Kukedlc/NeuralLLaMa-3-8b-DT-v0.1 
Base Model(s)  ChimeraLlama 3 8B V2   Llama 3 Stella 8B   Llama 3 Merged Linear   mlabonne/ChimeraLlama-3-8B-v2   nbeerbower/llama-3-stella-8B   uygarkurt/llama-3-merged-linear
Merged ModelYes
Model Size8b
Required VRAM16.1 GB
Updated2024-12-21
MaintainerKukedlc
Model Typellama
Model Files  5.0 GB: 1-of-4   5.0 GB: 2-of-4   4.9 GB: 3-of-4   1.2 GB: 4-of-4
Model ArchitectureLlamaForCausalLM
Licenseother
Context Length8192
Model Max Length8192
Transformers Version4.40.2
Tokenizer ClassPreTrainedTokenizerFast
Vocabulary Size128256
Torch Data Typefloat16

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Note: green Score (e.g. "73.2") means that the model is better than Kukedlc/NeuralLLaMa-3-8b-DT-v0.1.

Rank the NeuralLLaMa 3 8B DT V0.1 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  
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Release v20241217
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