Dolphin 2.9.4 Llama3.1 8B by cognitivecomputations

 ยป  All LLMs  ยป  cognitivecomputations  ยป  Dolphin 2.9.4 Llama3.1 8B   URL Share it on

Base model:finetune:meta-llama... Base model:meta-llama/llama-3....   Dataset:arcee/agent data Dataset:cognitivecomputations/... Dataset:cognitivecomputations/... Dataset:cognitivecomputations/... Dataset:cognitivecomputations/... Dataset:m-a-p/codefeedback-fil... Dataset:microsoft/orca-math-wo...   Dataset:mlabonne/finetome-100k Dataset:pawankrd/math-gpt-4o-2...   Generated from trainer   Llama   Region:us   Safetensors   Sharded   Tensorflow

Dolphin 2.9.4 Llama3.1 8B Benchmarks

nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
๐ŸŒŸ Advertise your project ๐Ÿš€

Dolphin 2.9.4 Llama3.1 8B Parameters and Internals

Model Type 
LlamaForCausalLM
Additional Notes 
Fine-tuned version of Meta-Llama-3.1-8B on unspecified dataset. Loss: 0.5655 on evaluation.
Training Details 
Data Sources:
cognitivecomputations/Dolphin-2.9, m-a-p/CodeFeedback-Filtered-Instruction, cognitivecomputations/dolphin-coder, cognitivecomputations/samantha-data, microsoft/orca-math-word-problems-200k, mlabonne/FineTome-100k, arcee/agent_data, PawanKrd/math-gpt-4o-200k, cognitivecomputations/SystemChat-2.0
Methodology:
Finetuning used 8192 sequence length.
Context Length:
128000
Hardware Used:
multi-GPU, 8 devices
Input Output 
Input Format:
ChatML prompt template format
Accepted Modalities:
text
LLM NameDolphin 2.9.4 Llama3.1 8B
Repository ๐Ÿค—https://huggingface.co/cognitivecomputations/dolphin-2.9.4-llama3.1-8b 
Base Model(s)  meta-llama/Meta-Llama-3.1-8B   meta-llama/Meta-Llama-3.1-8B
Model Size8b
Required VRAM16.1 GB
Updated2025-06-11
Maintainercognitivecomputations
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
Licensellama3.1
Context Length131072
Model Max Length131072
Transformers Version4.44.0.dev0
Tokenizer ClassPreTrainedTokenizerFast
Padding Token<|finetune_right_pad_id|>
Vocabulary Size128258
Torch Data Typebfloat16
Dolphin 2.9.4 Llama3.1 8B (cognitivecomputations/dolphin-2.9.4-llama3.1-8b)

Best Alternatives to Dolphin 2.9.4 Llama3.1 8B

Best Alternatives
Context / RAM
Downloads
Likes
...otron 8B UltraLong 4M Instruct4192K / 32.1 GB3715108
UltraLong Thinking4192K / 16.1 GB8292
...a 3.1 8B UltraLong 4M Instruct4192K / 32.1 GB17624
...otron 8B UltraLong 2M Instruct2096K / 32.1 GB92315
...a 3.1 8B UltraLong 2M Instruct2096K / 32.1 GB8759
Zero Llama 3.1 8B Beta61048K / 16.1 GB14161
...otron 8B UltraLong 1M Instruct1048K / 32.1 GB207045
...a 3.1 8B UltraLong 1M Instruct1048K / 32.1 GB138729
...xis Bookwriter Llama3.1 8B Sft1048K / 16.1 GB634
....1 1million Ctx Dark Planet 8B1048K / 32.3 GB952
Note: green Score (e.g. "73.2") means that the model is better than cognitivecomputations/dolphin-2.9.4-llama3.1-8b.

Rank the Dolphin 2.9.4 Llama3.1 8B 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  

What open-source LLMs or SLMs are you in search of? 48079 in total.

Our Social Media →  
Original data from HuggingFace, OpenCompass and various public git repos.
Release v20241124