Akshar Nano by shreyaschavan11

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Akshar Nano is an open-source language model by shreyaschavan11. Features: 1.2b LLM, VRAM: 2.5GB, Context: 128K, License: cc-by-nc-nd-4.0.

  Akshar-nano   Conversational   En   Hi   Indic   Llama   Llama-3.2   Mr   Region:us   Safetensors   Unsloth

Akshar Nano Parameters and Internals

LLM NameAkshar Nano
Repository 🤗https://huggingface.co/shreyaschavan11/Akshar-Nano 
Model Size1.2b
Required VRAM2.5 GB
Updated2026-04-14
Maintainershreyaschavan11
Model Typellama
Model Files  2.5 GB
Supported Languagesen hi mr
Model ArchitectureLlamaForCausalLM
Licensecc-by-nc-nd-4.0
Context Length131072
Model Max Length131072
Tokenizer ClassTokenizersBackend
Padding Token<|finetune_right_pad_id|>
Vocabulary Size128256
Torch Data Typefloat16

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Context / RAM
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Dreaming Using128K / 2.5 GB2590
Second Tts Try128K / 2.5 GB390
...18 27e6 491c B3ab Ea03a5b93541128K / 4.9 GB100
...e9 9a4a 4ead 84f4 71761ee932ca128K / 4.9 GB60
SemAFacet SFT Merged 10K128K / 4.9 GB70
Llamainstructbadendings128K / 2.5 GB60
Llama Pubmed Example128K / 2.5 GB60
Query Templatizer Full128K / 2.5 GB1040
Llama Express.1 Merged128K / 2.5 GB61
Llama3.2128K / 2.5 GB41
Note: green Score (e.g. "73.2") means that the model is better than shreyaschavan11/Akshar-Nano.

Rank the Akshar Nano 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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Release v20260328a