HindiNER 4B V1.0 by nis12ram

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  Arxiv:2308.03279   Autotrain compatible Base model:finetune:nis12ram/n... Base model:nis12ram/nemotron-4...   Conversational Dataset:nis12ram/entity type h... Dataset:nis12ram/hindiner-gold... Dataset:nis12ram/hindiner-gold...   En   Endpoints compatible   Hi   Instruct   Nemotron   Region:us   Safetensors   Sharded   Tensorflow

HindiNER 4B V1.0 Benchmarks

nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
HindiNER 4B V1.0 (nis12ram/HindiNER-4B-v1.0)
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HindiNER 4B V1.0 Parameters and Internals

LLM NameHindiNER 4B V1.0
Repository ๐Ÿค—https://huggingface.co/nis12ram/HindiNER-4B-v1.0 
Base Model(s)  ...otron 4 Mini Hindi 4B Instruct   nis12ram/Nemotron-4-Mini-Hindi-4B-Instruct
Model Size4b
Required VRAM8.4 GB
Updated2025-09-08
Maintainernis12ram
Model Typenemotron
Instruction-BasedYes
Model Files  5.0 GB: 1-of-2   3.4 GB: 2-of-2
Supported Languageshi en
Model ArchitectureNemotronForCausalLM
Licenseapache-2.0
Context Length4096
Model Max Length4096
Transformers Version4.53.0
Tokenizer ClassPreTrainedTokenizerFast
Padding Token<pad>
Vocabulary Size256000
Torch Data Typebfloat16

Best Alternatives to HindiNER 4B V1.0

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Nemotron Mini 4B Instruct4K / 8.4 GB2397169
Nemotron Mini 4B Instruct4K / 16.7 GB50
...otron 4 Mini Hindi 4B Instruct4K / 16.7 GB60
...4B Intermediate Gliner En Exp44K / 8.4 GB1290
...indi 4B Constraint Phase1 Exp14K / 8.4 GB310
...4B Intermediate Gliner En Exp34K / 8.4 GB170
...otron 4 Mini Hindi 4B Instruct4K / 8.4 GB50
Note: green Score (e.g. "73.2") means that the model is better than nis12ram/HindiNER-4B-v1.0.

Rank the HindiNER 4B V1.0 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 v20241124