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ArliAI Llama 3 8B Cumulus V0.3.2 by OwenArli

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ArliAI Llama 3 8B Cumulus V0.3.2 is an open-source language model by OwenArli. Features: 8b LLM, VRAM: 16.1GB, Context: 8K, License: llama3, LLM Explorer Score: 0.14.

  Conversational   Endpoints compatible   Llama   Region:us   Safetensors   Sharded   Tensorflow
Model Card on HF 🤗: https://huggingface.co/OwenArli/ArliAI-Llama-3-8B-Cumulus-v0.3.2 

ArliAI Llama 3 8B Cumulus V0.3.2 Benchmarks

LLME Score: 0.13563
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
ArliAI Llama 3 8B Cumulus V0.3.2 (OwenArli/ArliAI-Llama-3-8B-Cumulus-v0.3.2)
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ArliAI Llama 3 8B Cumulus V0.3.2 Parameters and Internals

Model Type 
text generation
Use Cases 
Primary Use Cases:
Long back and forth chats with less refusal., System prompts to create character interactions.
Limitations:
Possibly less reasoning and intelligence compared to the original model.
Additional Notes 
The model might be a bit worse in reasoning but better in prolonged discussions.
Training Details 
Methodology:
Using AwanLLM/Awanllm-Llama-3-8B-Dolfin-v0.6-Abliterated as base for model adjustments, with Full 8192 sequence length, and Qlora 64-rank 64-alpha training.
Context Length:
8192
Training Time:
2 days on an RTX 4090 with 4-bit loading
Hardware Used:
RTX 4090
Input Output 
Input Format:
<|begin_of_text|><|start_header_id|>system<|end_header_id|> {{ system_prompt }}<|eot_id|><|start_header_id|>user<|end_header_id|> {{ user_message_1 }}<|eot_id|><|start_header_id|>assistant<|end_header_id|> {{ model_answer_1 }}<|eot_id|><|start_header_id|>user<|end_header_id|> {{ user_message_2 }}<|eot_id|><|start_header_id|>assistant<|end_header_id|>
Release Notes 
Version:
v0.3.2
Notes:
Increased uncensored capabilities using the AwanLLM model. Minor adjustments to DPO stage.
LLM NameArliAI Llama 3 8B Cumulus V0.3.2
Repository 🤗https://huggingface.co/OwenArli/ArliAI-Llama-3-8B-Cumulus-v0.3.2 
Model Size8b
Required VRAM16.1 GB
Updated2026-04-04
MaintainerOwenArli
Model Typellama
Model Files  2.0 GB: 1-of-9   1.9 GB: 2-of-9   2.0 GB: 3-of-9   1.9 GB: 4-of-9   2.0 GB: 5-of-9   1.9 GB: 6-of-9   2.0 GB: 7-of-9   1.3 GB: 8-of-9   1.1 GB: 9-of-9
Model ArchitectureLlamaForCausalLM
Licensellama3
Context Length8192
Model Max Length8192
Transformers Version4.40.1
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 OwenArli/ArliAI-Llama-3-8B-Cumulus-v0.3.2.

Rank the ArliAI Llama 3 8B Cumulus V0.3.2 Capabilities

🆘 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! 🌟

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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