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Dlite V2 1 5B by aisquared

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Dlite V2 1 5B is an open-source language model by aisquared. Features: 5b LLM, VRAM: 3.2GB, License: apache-2.0, LLM Explorer Score: 0.11, Arc: 32.6, HellaSwag: 54, MMLU: 24.9, GSM8K: 0.2.

Dataset:aisquared/databricks-d...   En   Endpoints compatible   Gpt2   Pytorch   Region:us
Model Card on HF 🤗: https://huggingface.co/aisquared/dlite-v2-1_5b 

Dlite V2 1 5b Benchmarks

ARC: 32.59 vs 96.7 (so35)-66.3%
HellaSwag: 53.98 vs 95.3 (gpt4)-43.4%
MMLU: 24.93 vs 88.3 (so35)-71.8%
GSM8K: 0.23 vs 96.4 (so35)-99.8%
LLME Score: 0.11217
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
Dlite V2 1 5B (aisquared/dlite-v2-1_5b)
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Dlite V2 1 5B Parameters and Internals

Model Type 
Large Language Model
Additional Notes 
DLite is experimental, not designed for production without testing and safety considerations.
Supported Languages 
EN (Proficient)
Training Details 
Data Sources:
aisquared/databricks-dolly-15k
Data Volume:
15k records
Methodology:
Fine-tuning
Input Output 
Performance Tips:
Include torch_dtype=torch.bfloat16 to reduce memory usage.
Release Notes 
LLM NameDlite V2 1 5b
Repository 🤗https://huggingface.co/aisquared/dlite-v2-1_5b 
Model Size5b
Required VRAM3.2 GB
Updated2026-07-01
Maintaineraisquared
Model Typegpt2
Model Files  3.2 GB   0.0 GB
Supported Languagesen
Model ArchitectureGPT2LMHeadModel
Licenseapache-2.0
Model Max Length1024
Transformers Version4.25.1
Tokenizer ClassGPT2Tokenizer
Vocabulary Size50260
Torch Data Typefloat16
Activation Functiongelu_new

Best Alternatives to Dlite V2 1 5B

Best Alternatives
Context / RAM
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Cascamini Gpt2 210M Edu 5B0K / 0.8 GB580
Camel 5B Hf0K / 21.1 GB436111
Dlite V1 1 5b0K / 6.3 GB3192
Note: green Score (e.g. "73.2") means that the model is better than aisquared/dlite-v2-1_5b.

Rank the Dlite V2 1 5B 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  

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