LION Gemma 2B DPO V1.0 by Columbia-NLP

 ยป  All LLMs  ยป  Columbia-NLP  ยป  LION Gemma 2B DPO V1.0   URL Share it on

  Arxiv:2407.06542   Autotrain compatible   Conversational   Endpoints compatible   Gemma   Region:us   Safetensors   Sharded   Tensorflow

LION Gemma 2B DPO V1.0 Parameters and Internals

LLM NameLION Gemma 2B DPO V1.0
RepositoryOpen on ๐Ÿค— 
Model Size2b
Required VRAM10 GB
Model Typegemma
Model Files  4.9 GB: 1-of-3   5.0 GB: 2-of-3   0.1 GB: 3-of-3
Model ArchitectureGemmaForCausalLM
Context Length8192
Model Max Length8192
Transformers Version4.39.1
Tokenizer ClassGemmaTokenizer
Padding Token<pad>
Vocabulary Size256000
Torch Data Typefloat32
LION Gemma 2B DPO V1.0 (Columbia-NLP/LION-Gemma-2b-dpo-v1.0)

Best Alternatives to LION Gemma 2B DPO V1.0

Best Alternatives
HF Rank
Gemma 1.1 2B It0.48K / 5.1 GB54841131
Octopus V20.48K / 5.1 GB4403837
Gemma 2B 10M0.38K / 10 GB325211
Codegemma 2B0.38K / 5.1 GB211363
Gemma Ko 1.1 2B It0.38K / 5.1 GB20151
EMO 2B0.38K / 5.1 GB33401
Gemma 2B Ko V00.38K / 5 GB19080
Gemma 2B Ko Dev Pbmt1920.38K / 5 GB22931
Gemma 2B Data Std0.38K / 5.1 GB19341
SauerkrautLM Gemma 2B0.38K / 5.1 GB6748
Note: green Score (e.g. "73.2") means that the model is better than Columbia-NLP/LION-Gemma-2b-dpo-v1.0.

Rank the LION Gemma 2B DPO V1.0 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? 34255 in total.

Our Social Media →  
Original data from HuggingFace, OpenCompass and various public git repos.
Release v2024071601