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MegaDolphin 120B by cognitivecomputations

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  Merged Model   Autotrain compatible Base model:cognitivecomputatio... Base model:finetune:cognitivec...   Conversational   Dataset:ehartford/dolphin Dataset:ehartford/samantha-dat... Dataset:ehartford/wizardlm evo... Dataset:jondurbin/airoboros-2....   En   Endpoints compatible   Instruct   Llama   Model-index   Region:us   Safetensors   Sharded   Tensorflow

MegaDolphin 120B Benchmarks

ARC: 69.03 vs 96.7 (so35)-28.6%
HellaSwag: 87.8 vs 95.3 (gpt4)-7.9%
MMLU: 69.26 vs 88.3 (so35)-21.6%
TruthfulQA: 59.28 vs 59 (gpt4)0.5%
WinoGrande: 81.85 vs 87.5 (gpt4)-6.5%
GSM8K: 46.25 vs 96.4 (so35)-52%
LLME Score: 0.22557
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").

MegaDolphin 120B Parameters and Internals

LLM NameMegaDolphin 120B
Repository 🤗https://huggingface.co/cognitivecomputations/MegaDolphin-120b 
Base Model(s)  cognitivecomputations/dolphin-2.2-70b   cognitivecomputations/dolphin-2.2-70b   cognitivecomputations/dolphin-2.2-70b   cognitivecomputations/dolphin-2.2-70b   cognitivecomputations/dolphin-2.2-70b   cognitivecomputations/dolphin-2.2-70b   cognitivecomputations/dolphin-2.2-70b   cognitivecomputations/dolphin-2.2-70b   cognitivecomputations/dolphin-2.2-70b   cognitivecomputations/dolphin-2.2-70b   cognitivecomputations/dolphin-2.2-70b   cognitivecomputations/dolphin-2.2-70b   cognitivecomputations/dolphin-2.2-70b   cognitivecomputations/dolphin-2.2-70b
Merged ModelYes
Model Size70b
Required VRAM240.7 GB
Updated2024-09-18
Maintainercognitivecomputations
Model Typellama
Instruction-BasedYes
Model Files  9.8 GB: 1-of-25   9.9 GB: 2-of-25   10.0 GB: 3-of-25   9.8 GB: 4-of-25   9.8 GB: 5-of-25   9.8 GB: 6-of-25   9.8 GB: 7-of-25   10.0 GB: 8-of-25   10.0 GB: 9-of-25   9.8 GB: 10-of-25   9.8 GB: 11-of-25   9.8 GB: 12-of-25   9.8 GB: 13-of-25   9.8 GB: 14-of-25   9.8 GB: 15-of-25   10.0 GB: 16-of-25   10.0 GB: 17-of-25   9.8 GB: 18-of-25   9.8 GB: 19-of-25   9.8 GB: 20-of-25   9.8 GB: 21-of-25   9.8 GB: 22-of-25   9.8 GB: 23-of-25   10.0 GB: 24-of-25   4.2 GB: 25-of-25
Supported Languagesen
Model ArchitectureLlamaForCausalLM
Licensellama2
Context Length4096
Model Max Length4096
Transformers Version4.36.2
Tokenizer ClassLlamaTokenizer
Padding Token</s>
Vocabulary Size32002
Torch Data Typefloat16
MegaDolphin 120B (cognitivecomputations/MegaDolphin-120b)

Quantized Models of the MegaDolphin 120B

Model
Likes
Downloads
VRAM
MegaDolphin 120B AWQ217063 GB
MegaDolphin 120B GGUF2320 GB
MegaDolphin 120B GPTQ4761 GB

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Note: green Score (e.g. "73.2") means that the model is better than cognitivecomputations/MegaDolphin-120b.

Rank the MegaDolphin 120B 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 v2024072803
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