Indian Flag
Government Of India
A-
A
A+
Home/Models/BharatGen - Param 1: Indic-Scale Bilingual Foundation Model

BharatGen - Param 1: Indic-Scale Bilingual Foundation Model

Param1 is a 2.9 billion parameter language model pretrained on English and Hindi, designed for text completion.

About Model

Param 1 is a 2.9-billion parameter foundation model developed for English and Hindi, capable for text generation and completion. Pretrained on high-quality, culturally rich datasets from diverse Indian domains approximately on 5 Trillion Tokens combined for English and Hindi, it delivers better performance on bilingual tasks while maintaining computational efficiency, outperforming several models of similar size and task scope on standard benchmarks. Param 1 is developed by BharatGen: A Suite of Generative AI Tech for India.
For any queries, please visit https://bharatgen.discourse.group/invites/BcouFsKk4g

BharatGen - Param 1: Indic-Scale Bilingual Foundation Model

Metadata Metadata

MIT

Kundeshwar Pundalik, Piyush Sawarkar, Vedant Goswami, Ajay Nagpal, Smita Gautam, Bhagwan Panditi, Adugani Vanjari Akanksh, Pankaj Singh, Rishi Bal, Prof. Rohit Saluja, Prof. Ganesh Ramakrishnan

Text Generation

Transformers

Open

BharatGen

Science, Technology and Research

18/07/25 08:53:23

Kundeshwar Vijay Pundalik

8.44 GB

Activity Overview Activity Overview

  • Downloads5
  • Downloads 664
  • Views 18,758
  • File Size 8.44 GB

Tags Tags

  • Large Language Model

License Control License Control

MIT

Version Control Version Control

FolderVersion 1(8.44 GB)
  • admin·11 month(s) ago
    • chevron_rightFolder
      Param_1
      • chevron_rightFolder
        model_extracted
      • undefined
        LICENSE
      • undefined
        model.nemo
      • undefined
        nemo_inference.sh
      • text/markdown
        README.md

More Models from BharatGen More Models from BharatGen

Param2-17B-Thinking
BharatGen presents Param-2-17B-MoE-A2.4B, a large-scale Mixture-of-Experts (MoE) language model designed to deliver high model capacity while retaining the inference efficiency of a much smaller dense model. It uses a Hybrid MoE architecture with 17B total parameters, while activating only 2.4B parameters per token.
Multilingual Text
Mixture of Experts
pretrained
  • See Upvoters1
  • Downloads17
  • File Size25.33 GB
  • Views505
Updated 25 day(s) ago
BHARATGEN
View Details
share
BharatGen Multilingual TTS - Sooktam2
Sooktam-2 is a multilingual Indic Text-to-Speech model by BharatGen supporting 12 languages including Hindi, Marathi, Tamil, Telugu, Bengali, Urdu, Punjabi and Indian English. It enables high-quality speech synthesis with reference-guided voice conditioning, preserving speaker voice, accent and prosody for natural and expressive generation.
sooktam2
Audio Synthesis
Multilingual Speech
Text-to-Speech
multilingual-TTS
  • See Upvoters0
  • Downloads9
  • File Size1.25 GB
  • Views378
Updated 28 day(s) ago
BHARATGEN
View Details
share
BharatGen - Param-1-7B-MoE Advancing Multilingual GenAI for India
Param-1-7B-MoE is a multilingual large language model developed under the Param-1 family as part of BharatGen – A Suite of Generative AI Technologies for India. With 7 billion parameters and a Mixture of Experts (MoE) architecture, the model is designed to better understand and generate text across English, Hindi, and 14 additional Indian languages. The model is pretrained from scratch with a strong focus on linguistic diversity, cultural context, and large-scale multilingual representation.
region:us
safetensors
mixtral
  • See Upvoters1
  • Downloads75
  • File Size0
  • Views998
Updated 3 month(s) ago
BHARATGEN
View Details
share
A2TTS-Malayalam Speaker Adaptive TTS (Text-to-Speech)-v0.5
Text-to-speech synthesis model tailored to match a given speaker's voice sample.
multilingual-TTS
TextToSpeech
SpeechSynthesis
  • See Upvoters0
  • Downloads16
  • File Size1.62 GB
  • Views1,509
Updated 8 month(s) ago
BHARATGEN
View Details
share
A2TTS-Gujarati Speaker Adaptive TTS (Text-to-Speech)-v0.5
Text-to-speech synthesis model tailored to match a given speaker's voice sample.
multilingual-TTS
SpeechSynthesis
TextToSpeech
  • See Upvoters1
  • Downloads20
  • File Size1.62 GB
  • Views3,083
Updated 8 month(s) ago
BHARATGEN
View Details
share
A2TTS-Telugu Speaker Adaptive TTS (Text-to-Speech)-v0.5
Text-to-speech synthesis model tailored to match a given speaker's voice sample.
multilingual-TTS
TextToSpeech
SpeechSynthesis
  • See Upvoters0
  • Downloads21
  • File Size1.62 GB
  • Views1,757
Updated 8 month(s) ago
BHARATGEN
View Details
share
A2TTS-Tamil Speaker Adaptive TTS (Text-to-Speech)-v0.5
Text-to-speech synthesis model tailored to match a given speaker's voice sample.
SpeechSynthesis
TextToSpeech
multilingual-TTS
  • See Upvoters0
  • Downloads47
  • File Size1.62 GB
  • Views2,612
Updated 8 month(s) ago
BHARATGEN
View Details
share
A2TTS-Punjabi Speaker Adaptive TTS (Text-to-Speech)-v0.5
Text-to-speech synthesis model tailored to match a given speaker's voice sample.
multilingual-TTS
TextToSpeech
SpeechSynthesis
  • See Upvoters0
  • Downloads34
  • File Size1.62 GB
  • Views1,445
Updated 8 month(s) ago
BHARATGEN
View Details
share
A2TTS-Marathi Speaker Adaptive TTS (Text-to-Speech)-v0.5
Text-to-speech synthesis model tailored to match a given speaker's voice sample.
multilingual-TTS
TextToSpeech
SpeechSynthesis
  • See Upvoters2
  • Downloads22
  • File Size1.62 GB
  • Views2,808
Updated 8 month(s) ago
BHARATGEN
View Details
share
A2TTS-Kannada Speaker Adaptive TTS (Text-to-Speech)-v0.5
Text-to-speech synthesis model tailored to match a given speaker's voice sample.
multilingual-TTS
TextToSpeech
SpeechSynthesis
  • See Upvoters0
  • Downloads11
  • File Size1.62 GB
  • Views1,662
Updated 8 month(s) ago
BHARATGEN
View Details
share

© 2026 - Copyright AIKosh. All rights reserved. This portal is developed by National e-Governance Division for AIKosh mission.