Indian Flag
Government Of India
A-
A
A+
/BharatGen ORGANISATION
UpvoteUpvote
1

BharatGen-AyurParam

Large language model fine-tuned from Param-1-2.9B-Instruct on a high-quality Ayurveda dataset
  • Upvotes1upvotes
  • Downloads20downloads
  • Views270views
  • File size0
  • Shares0Shares
  • Last updatedupdated 10 Dec 2025
UpvoteUpvote
1
LICENSE Attribution 4.0 International (CC BY- 4.0)
SECTOR Healthcare, Wellness and Family Welfare

About Model

BharatGen introduces AyurParam, a domain-specialized large language model fine-tuned from Param-1-2.9B-Instruct on a high-quality Ayurveda dataset. It is designed to handle Ayurvedic queries, classical text interpretation, clinical guidance, and wellness knowledge. Ayurveda offers vast traditional medical wisdom, yet most language models lack domain-specific understanding. AyurParam bridges this gap by combining Param-1’s bilingual strengths with a curated Ayurvedic knowledge base, enabling contextually rich and culturally grounded responses.

Metadata Metadata

Attribution 4.0 International (CC BY- 4.0)

Healthcare, Wellness and Family Welfare

BharatGen

N.A.

BharatGen

N.A.

N.A.

N.A.

N.A.

N.A.

N.A.

N.A.

Open

09/12/25 06:39:57

N.A.

0

Tags

  • Ayurvedic

Related Models Related Models

RAD-DINO - Vision Transformer for Medical Image Encoding
A vision transformer model trained with self-supervised learning for encoding chest X-rays, optimized for medical image analysis, classification, retrieval, and report generation.
MICROSOFT CORPORATION (INDIA) PVT. LTD.
  • See Upvoters0
  • Downloads17
  • Views1,158
  • File Size0

MAIRA-2 - Multimodal AI for Radiology Report Generation
A multimodal Transformer model designed for generating grounded and non-grounded radiology reports from chest X-rays, integrating vision and language understanding for medical AI research.
MICROSOFT CORPORATION (INDIA) PVT. LTD.
  • See Upvoters0
  • Downloads33
  • Views1,291
  • File Size0

RAD-DINO-MAIRA-2 - Vision Transformer for Medical Imaging
A vision transformer model trained for chest X-ray encoding using self-supervised learning, optimized for medical image analysis and report generation.
MICROSOFT CORPORATION (INDIA) PVT. LTD.
  • See Upvoters0
  • Downloads14
  • Views1,008
  • File Size0

LayoutXLM - Multilingual Document Understanding
A multimodal pre-trained Transformer model designed for multilingual document AI, integrating text, layout, and image data to improve visually rich document understanding across multiple languages.
MICROSOFT CORPORATION (INDIA) PVT. LTD.
  • See Upvoters0
  • Downloads13
  • Views999
  • File Size0

LayoutLMv2 - Multimodal Document Understanding
An improved multimodal Transformer model for document AI, integrating text, layout, and image pre-training for enhanced document understanding tasks such as form recognition, document classification, and visual question answering.
MICROSOFT CORPORATION (INDIA) PVT. LTD.
  • See Upvoters0
  • Downloads10
  • Views591
  • File Size0

LayoutLMv3 - Multimodal Document AI
A pre-trained multimodal Transformer model for document AI, integrating unified text and image masking for tasks such as form understanding, receipt processing, and document layout analysis.
MICROSOFT CORPORATION (INDIA) PVT. LTD.
  • See Upvoters0
  • Downloads20
  • Views1,587
  • File Size0

tokenmodel
How people read your model before they download it.
Transformers
AIKOSH OPENSOURCE COMMUNITY
  • See Upvoters0
  • Downloads0
  • Views1
  • File Size0

MANAS-1-small-40M
A state-of-the-art EEG Brain Foundation Model.
MANNAS AI (INTELLIHEALTH WORLD PVT. LTD.)
  • See Upvoters0
  • Downloads5
  • Views155
  • File Size1.65 GB

Gemma-4-12B-it-assistant
This model card is for the Multi-Token Prediction (MTP) drafters for the Gemma 4 models. MTP is implemented by extending the base model with a smaller, faster draft model. When used in a Speculative Decoding pipeline, the draft model predicts several tokens ahead, which the target model then verifies in parallel. This results in significant decoding speedups (up to 3x) while guaranteeing the exact same quality as standard generation, making these checkpoints perfect for low-latency and ODML.
GOOGLE LLC
  • See Upvoters0
  • Downloads3
  • Views26
  • File Size0

DiffusionGemma
DiffusionGemma is a generative model built by Google DeepMind. Based on the 26B A4B Mixture-of-Experts (MoE) Gemma 4 architecture, DiffusionGemma generates tokens using discrete diffusion. This open-weights model is multimodal, handling text, image, and video inputs to generate text output.
GOOGLE LLC
  • See Upvoters1
  • Downloads3
  • Views61
  • File Size0


Related Models by Organization Related Models by Organization

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.
BHARATGEN
  • See Upvoters0
  • Downloads28
  • Views362
  • File Size0

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.
BHARATGEN
  • See Upvoters0
  • Downloads0
  • Views1
  • File Size0

Shrutam-2
Shrutam-2 is a LLM based automatic speech recognition system for 12 major Indian languages. It bridges a Conformer speech encoder with a pretrained LLM decoder through a Mixture-of-Experts (MoE) projection layer, enabling high-quality, prompt-controllable transcription across diverse Indic languages.
BHARATGEN
  • See Upvoters0
  • Downloads3
  • Views320
  • File Size8.37 GB

Param-1-5B
Param-1-5B is a bilingual (English–Hindi) large language model developed under the Param-1 family. With 5 billion parameters, this model extends the capabilities of Param-1-2.9B by incorporating enhanced mathematical reasoning and code understanding/generation. The model is pretrained from scratch and designed to serve as a strong foundation for downstream tasks such as mathematical problem solving, and code-related understanding / generation.
BHARATGEN
  • See Upvoters0
  • Downloads1
  • Views207
  • File Size10.42 GB

Param-1-Instruct
BharatGen introduces the early checkpoint of SFT (Supervised Fine-Tuned) for Param 1, a bilingual language model trained from scratch in English and Hindi. With 2.9 billion parameters, this checkpoint builds upon the pretraining phase and serves as a foundation for more downstream tasks, safety testing, and customization.
BHARATGEN
  • See Upvoters0
  • Downloads19
  • Views200
  • File Size5.36 GB

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.
BHARATGEN
  • See Upvoters4
  • Downloads751
  • Views21,623
  • File Size13.79 GB

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.
BHARATGEN
  • See Upvoters1
  • Downloads95
  • Views4,670
  • File Size57.29 GB

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.
BHARATGEN
  • See Upvoters0
  • Downloads26
  • Views2,587
  • File Size1.25 GB

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.
BHARATGEN
  • See Upvoters1
  • Downloads90
  • Views1,987
  • File Size0

BharatGen-AgriParam
Large language model fine-tuned from Param-1-2.9B-Instruct on a high-quality, India-centric agriculture dataset.
BHARATGEN
  • See Upvoters0
  • Downloads54
  • Views663
  • File Size0


Related Models by Sector Related Models by Sector

RAD-DINO - Vision Transformer for Medical Image Encoding
A vision transformer model trained with self-supervised learning for encoding chest X-rays, optimized for medical image analysis, classification, retrieval, and report generation.
MICROSOFT CORPORATION (INDIA) PVT. LTD.
  • See Upvoters0
  • Downloads17
  • Views1,158
  • File Size0

MAIRA-2 - Multimodal AI for Radiology Report Generation
A multimodal Transformer model designed for generating grounded and non-grounded radiology reports from chest X-rays, integrating vision and language understanding for medical AI research.
MICROSOFT CORPORATION (INDIA) PVT. LTD.
  • See Upvoters0
  • Downloads33
  • Views1,291
  • File Size0

RAD-DINO-MAIRA-2 - Vision Transformer for Medical Imaging
A vision transformer model trained for chest X-ray encoding using self-supervised learning, optimized for medical image analysis and report generation.
MICROSOFT CORPORATION (INDIA) PVT. LTD.
  • See Upvoters0
  • Downloads14
  • Views1,008
  • File Size0

MANAS-1-small-40M
A state-of-the-art EEG Brain Foundation Model.
MANNAS AI (INTELLIHEALTH WORLD PVT. LTD.)
  • See Upvoters0
  • Downloads5
  • Views155
  • File Size1.65 GB

Parrotlet-A-2p5-Pro
Medical ASR model for Indian English, Hindi, Telugu, Kannada, Marathi.
EKA CARE
  • See Upvoters0
  • Downloads4
  • Views176
  • File Size0

Med-Doc-Classifier
A document/image classifier for indian healthcare setting
EKA CARE
  • See Upvoters0
  • Downloads1
  • Views118
  • File Size0

Parrotlet-V-2p5-pro
Model for schema-driven extraction from Indian medical records: prescriptions, invoices, lab reports, and discharge summaries, plus PII detection.
EKA CARE
  • See Upvoters0
  • Downloads0
  • Views116
  • File Size0

Document-PII-Redactor
Image PII redaction tuned for indian medical documents
EKA CARE
  • See Upvoters0
  • Downloads4
  • Views142
  • File Size0

YoosaHealthAI
Yoosa Health AI is a revolutionary medical intelligence engine by Webdpro Solutions. Built on Mistral 7B, it serves patients, doctors, and hospitals via four core modules: Detect, Diagnose, Talk (Voice AI), and Suggest. It streamlines clinical workflows through report summarization and automated triaging while boosting patient literacy. Targeting a 1B parameter model by 2027, Yoosa aims to shift global healthcare from reactive sick care to proactive, accessible, and scalable intelligence.
WEBDPRO SOLUTIONS PRIVATE LIMITED
  • See Upvoters0
  • Downloads2
  • Views118
  • File Size0

parrotlet e
Parrotlet-e is a state of the art multilingual medical entity embedding model designed for understanding and linking medical terms across Indian languages.
EKA CARE
  • See Upvoters3
  • Downloads22
  • Views558
  • File Size0


Related Models by Task Type Related Models by Task Type

LayoutXLM - Multilingual Document Understanding
A multimodal pre-trained Transformer model designed for multilingual document AI, integrating text, layout, and image data to improve visually rich document understanding across multiple languages.
MICROSOFT CORPORATION (INDIA) PVT. LTD.
  • See Upvoters0
  • Downloads13
  • Views999
  • File Size0

LayoutLMv2 - Multimodal Document Understanding
An improved multimodal Transformer model for document AI, integrating text, layout, and image pre-training for enhanced document understanding tasks such as form recognition, document classification, and visual question answering.
MICROSOFT CORPORATION (INDIA) PVT. LTD.
  • See Upvoters0
  • Downloads10
  • Views591
  • File Size0

LayoutLMv3 - Multimodal Document AI
A pre-trained multimodal Transformer model for document AI, integrating unified text and image masking for tasks such as form understanding, receipt processing, and document layout analysis.
MICROSOFT CORPORATION (INDIA) PVT. LTD.
  • See Upvoters0
  • Downloads20
  • Views1,587
  • File Size0

tokenmodel
How people read your model before they download it.
Transformers
AIKOSH OPENSOURCE COMMUNITY
  • See Upvoters0
  • Downloads0
  • Views1
  • File Size0

Gemma-4-12B-it-assistant
This model card is for the Multi-Token Prediction (MTP) drafters for the Gemma 4 models. MTP is implemented by extending the base model with a smaller, faster draft model. When used in a Speculative Decoding pipeline, the draft model predicts several tokens ahead, which the target model then verifies in parallel. This results in significant decoding speedups (up to 3x) while guaranteeing the exact same quality as standard generation, making these checkpoints perfect for low-latency and ODML.
GOOGLE LLC
  • See Upvoters0
  • Downloads3
  • Views26
  • File Size0

DiffusionGemma
DiffusionGemma is a generative model built by Google DeepMind. Based on the 26B A4B Mixture-of-Experts (MoE) Gemma 4 architecture, DiffusionGemma generates tokens using discrete diffusion. This open-weights model is multimodal, handling text, image, and video inputs to generate text output.
GOOGLE LLC
  • See Upvoters1
  • Downloads3
  • Views61
  • File Size0

Med-Doc-Classifier
A document/image classifier for indian healthcare setting
EKA CARE
  • See Upvoters0
  • Downloads1
  • Views118
  • File Size0

Parrotlet-V-2p5-pro
Model for schema-driven extraction from Indian medical records: prescriptions, invoices, lab reports, and discharge summaries, plus PII detection.
EKA CARE
  • See Upvoters0
  • Downloads0
  • Views116
  • File Size0

Document-PII-Redactor
Image PII redaction tuned for indian medical documents
EKA CARE
  • See Upvoters0
  • Downloads4
  • Views142
  • File Size0

NEET-BioBERT
NEET-BioBERT is a fine-tuned version of DistilBERT (base uncased) specifically trained to classify the correct option for NEET-style multiple-choice biology questions. It selects the best answer among four choices (A, B, C, D).
AIKOSH OPENSOURCE COMMUNITY
  • See Upvoters0
  • Downloads8
  • Views148
  • File Size256.10 MB