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Gecko 7B V0.1 DPO by NeuralNovel

 »  All LLMs  »  NeuralNovel  »  Gecko 7B V0.1 DPO   URL Share it on

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  Autotrain compatible Base model:neuralnovel/gecko-7...   Conversational   Dataset:intel/orca dpo pairs   License:apache-2.0   Mistral   Model-index   Pytorch   Region:us   Safetensors   Sharded   Tensorflow

Gecko 7B V0.1 DPO Benchmarks

HF Avg Score: 63.22  vs  86.1  (GPT-4) -26.6%
ARC: 56.74-41.1%
HellaSwag: 82.38-13.6%
MMLU: 60.42-30.2%
TruthfulQA: 57.42-2.7%
WinoGrande: 77.35-11.6%
GSM8K: 45.03-51.1%
nn.n% — How the model compares to the GPT-4.

Rank the Gecko 7B V0.1 DPO 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  
Gecko 7B V0.1 DPO (NeuralNovel/Gecko-7B-v0.1-DPO)

Best Alternatives to Gecko 7B V0.1 DPO

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HF Rank
Context/RAM
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NeuralSynthesis 7B V0.176.832K / 14.5 GB23883
Percival 01 7B Slerp76.7932K / 14.4 GB8213
J4RVIZ V6.076.7832K / 14.4 GB8590
...periment27Multi Verse Model 7B76.7732K / 14.4 GB8120
B3E3 SLM 7B V3.076.7632K / 14.4 GB8600
Note: green Score (e.g. "73.2") means that the model is better than NeuralNovel/Gecko-7B-v0.1-DPO.

Gecko 7B V0.1 DPO Parameters and Internals

LLM NameGecko 7B V0.1 DPO
RepositoryOpen on 🤗 
Base Model(s)  Gecko 7B V0.1   NeuralNovel/Gecko-7B-v0.1
Model Size7b
Required VRAM18.3 GB
Updated2024-07-01
MaintainerNeuralNovel
Model Typemistral
Model Files  4.8 GB: 1-of-4   5.0 GB: 2-of-4   5.0 GB: 3-of-4   3.5 GB: 4-of-4   4.8 GB: 1-of-4   5.0 GB: 2-of-4   5.0 GB: 3-of-4   3.5 GB: 4-of-4
Model ArchitectureMistralForCausalLM
Licenseapache-2.0
Context Length32768
Model Max Length32768
Transformers Version4.37.0.dev0
Tokenizer ClassLlamaTokenizer
Padding Token</s>
Vocabulary Size32000
Initializer Range0.02
Torch Data Typebfloat16

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Release v2024042801
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