ArliAI Llama 3 8B Dolfin V1.0 by OwenArli

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  Autotrain compatible   Conversational   Endpoints compatible   Instruct   Llama   Region:us   Safetensors   Sharded   Tensorflow

ArliAI Llama 3 8B Dolfin V1.0 Benchmarks

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 Dolfin V1.0 (OwenArli/ArliAI-Llama-3-8B-Dolfin-v1.0)

ArliAI Llama 3 8B Dolfin V1.0 Parameters and Internals

Model Type 
instruction-following, fine-tuned
Use Cases 
Areas:
Research, General-purpose AI
Applications:
Detailed and precise instruction-following
Primary Use Cases:
Instruction-following tasks, Acting in character as specified in prompts
Considerations:
Model requires precise prompting to avoid 'instruction-following errors.'
Additional Notes 
Best used with system prompts specifying the desired 'acting' style.
Training Details 
Data Sources:
Improved Dolphin and WizardLM dataset
Data Volume:
Massive (exact volume not specified)
Methodology:
SFT fine-tune of Abliterated v3 using 4-bit loading and Qlora 64-rank 64-alpha
Context Length:
8192
Training Time:
2.5 days
Hardware Used:
RTX 4090
Model Architecture:
Based on Meta-Llama-3-8b-Instruct
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|>
Accepted Modalities:
text
Output Format:
Text
Performance Tips:
Utilize character-based system prompts.
Release Notes 
Version:
FP16
Notes:
https://huggingface.co/OwenArli/ArliAI-Llama-3-8B-Dolfin-v1.0
Version:
GGUF
Notes:
https://huggingface.co/OwenArli/ArliAI-Llama-3-8B-Dolfin-v1.0-GGUF
LLM NameArliAI Llama 3 8B Dolfin V1.0
Repository ๐Ÿค—https://huggingface.co/OwenArli/ArliAI-Llama-3-8B-Dolfin-v1.0 
Model Size8b
Required VRAM16.1 GB
Updated2025-02-05
MaintainerOwenArli
Model Typellama
Instruction-BasedYes
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-Dolfin-v1.0.

Rank the ArliAI Llama 3 8B Dolfin V1.0 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