18 1 175

Sourab Mangrulkar

smangrul

sourab_m

pacman100

AI & ML interests

Machine Learning, Deep Learning, Natural Language Processing, Natural Language Generation, Computer Vision, Reinforcement Learning

Articles

Making LLMs even more accessible with bitsandbytes, 4-bit quantization and QLoRA

May 24, 2023

• 13

Fine-tuning 20B LLMs with RLHF on a 24GB consumer GPU

Mar 9, 2023

• 1

🤗 PEFT: Parameter-Efficient Fine-Tuning of Billion-Scale Models on Low-Resource Hardware

Feb 10, 2023

• 4

Accelerate Large Model Training using DeepSpeed

Jun 28, 2022

Accelerate Large Model Training using PyTorch Fully Sharded Data Parallel

May 2, 2022

Organizations

smangrul's activity

liked 2 datasets 12 days ago

ai4bharat/indic-align

Viewer • Updated 30 days ago • 342 • 7

ai4bharat/sangraha

Viewer • Updated 9 days ago • 1.2k • 18

liked a dataset about 1 month ago

GenVRadmin/Samvaad-Mixed-Language-2

Viewer • Updated Mar 1 • 2 • 4

liked 2 models about 2 months ago

bigcode/starcoder2-3b

Text Generation • Updated Mar 4 • 29.5k • 103

fireworks-ai/firefunction-v1

Text Generation • Updated Mar 6 • 6.04k • 109

liked a dataset about 2 months ago

sarvamai/samvaad-hi-v1

Viewer • Updated Feb 21 • 50 • 49

liked a model 3 months ago

MaLA-LM/mala-500-10b-v1

Text Generation • Updated 14 days ago • 54

liked a dataset 3 months ago

b-mc2/sql-create-context

Viewer • Updated Jan 25 • 6.05k • 324

liked a model 3 months ago

Nexusflow/NexusRaven-V2-13B

Text Generation • Updated 21 days ago • 20.3k • 407

liked a space 3 months ago

Running on CPU Upgrade

🐦‍⬛

🐦‍⬛ NexusRaven-V2 Demo

liked 3 datasets 4 months ago

wikisql

Viewer • Updated Jan 18 • 2.46k • 79

glaiveai/glaive-function-calling-v2

Viewer • Updated Sep 27, 2023 • 1.72k • 216

heegyu/glaive-function-calling-v2-formatted

Viewer • Updated Dec 17, 2023 • 4 • 8

liked a model 4 months ago

meta-llama/Llama-2-7b-hf

Text Generation • Updated 44 minutes ago • 1.06M • 1.32k

liked 4 datasets 4 months ago

smangrul/deita-10k-v0-chatml

Viewer • Updated Dec 31, 2023 • 3

hkust-nlp/deita-6k-v0

Viewer • Updated Dec 31, 2023 • 165 • 14

rishiraj/hinglish

Viewer • Updated Dec 24, 2023 • 3

smangrul/hinglish_self_instruct_v0

Viewer • Updated Dec 24, 2023 • 5 • 8

liked 3 models 4 months ago

smangrul/OpenHathi-7B-Hi-v0.1-Instruct

Updated Dec 22, 2023 • 362 • 4

Mikael110/llama-2-7b-guanaco-qlora

Text Classification • Updated Jul 20, 2023 • 4

ai4bharat/indictrans2-en-indic-1B

Translation • Updated Mar 11 • 5.64k • 10

liked a dataset 4 months ago

smangrul/hindi_instruct_v1

Viewer • Updated Dec 23, 2023 • 10

liked a model 4 months ago

meta-llama/Llama-2-70b-hf

Text Generation • Updated 29 days ago • 80.3k • 790

liked 2 datasets 4 months ago

HuggingFaceH4/ultrachat_200k

Viewer • Updated Feb 22 • 32.2k • 332

rvv-karma/English-Hinglish-TOP

Viewer • Updated Nov 26, 2023 • 5 • 2

liked 8 models 4 months ago

openchat/openchat-3.5-1210

Text Generation • Updated 16 days ago • 45.9k • 273

sarvamai/OpenHathi-7B-Hi-v0.1-Base

Text Generation • Updated Dec 22, 2023 • 15.2k • 81

mistralai/Mistral-7B-v0.1

Text Generation • Updated Dec 11, 2023 • 2.05M • 3.09k

microsoft/phi-2

Text Generation • Updated Feb 6 • 864k • 3.07k

HuggingFaceH4/zephyr-7b-beta

Text Generation • Updated Feb 29 • 275k • 1.42k

mistralai/Mistral-7B-Instruct-v0.2

Text Generation • Updated 24 days ago • 2.89M • 1.91k

mistralai/Mixtral-8x7B-v0.1

Text Generation • Updated Jan 21 • 341k • 1.49k

mistralai/Mixtral-8x7B-Instruct-v0.1

Text Generation • Updated Feb 29 • 822k • 3.66k

liked a dataset 5 months ago

google/dreambooth

Viewer • Updated Aug 15, 2023 • 42

liked 2 models 5 months ago

tiiuae/falcon-rw-1b

Text Generation • Updated Jul 12, 2023 • 437k • 96

openai-community/gpt2-xl

Text Generation • Updated Feb 19 • 425k • 265

liked 2 spaces 5 months ago

Running

2.76k

🏆🤖

LMSys Chatbot Arena Leaderboard

Running

205

🚀

GPT Baker

liked a dataset 5 months ago

lmsys/lmsys-chat-1m

Viewer • Updated Oct 4, 2023 • 1.76k • 407

liked 3 models 5 months ago

stabilityai/stable-video-diffusion-img2vid-xt

Image-to-Video • Updated 5 days ago • 107k • 2.17k

microsoft/phi-1_5

Text Generation • Updated Feb 6 • 98.3k • 1.26k

teknium/OpenHermes-2.5-Mistral-7B

Text Generation • Updated Feb 19 • 125k • 754

liked 4 datasets 5 months ago

nvidia/HelpSteer

Viewer • Updated Jan 4 • 2.53k • 162

HuggingFaceH4/no_robots

Viewer • Updated Feb 23 • 2.74k • 343

EleutherAI/pile

Updated May 3, 2023 • 1.7k • 340

togethercomputer/RedPajama-Data-V2

Viewer • Updated Jan 18 • 6.56k • 291

liked a space 5 months ago

Build error

📈

Arabic Wiki

liked 2 models 5 months ago

meta-llama/Llama-2-7b

Text Generation • Updated 29 days ago • 3.82k

openchat/openchat_3.5

Text Generation • Updated Dec 24, 2023 • 29.9k • 1.09k

liked 2 datasets 6 months ago

liuhaotian/LLaVA-Instruct-150K

Preview • Updated Jan 3 • 167 • 333

smangrul/hf-stack-v2

Viewer • Updated Oct 11, 2023 • 1 • 2

liked 2 models 6 months ago

codellama/CodeLlama-13b-Instruct-hf

Text Generation • Updated 4 days ago • 27.9k • 132

codellama/CodeLlama-7b-Instruct-hf

Text Generation • Updated 4 days ago • 83.3k • 177

liked 2 datasets 6 months ago

smangrul/ad-copy-generation

Viewer • Updated Oct 11, 2023 • 7 • 2

jaykin01/advertisement-copy

Viewer • Updated Sep 25, 2023 • 33 • 3

liked a model 6 months ago

codellama/CodeLlama-34b-Python-hf

Text Generation • Updated 4 days ago • 6.72k • 93

liked a space 6 months ago

Running on A100

798

🔎 🖼️

LoRA the Explorer

liked a space 7 months ago

Running on A10G

263

🚀

T2I-Adapter-SDXL

liked 2 datasets 7 months ago

garage-bAInd/Open-Platypus

Viewer • Updated Jan 24 • 15k • 328

stingning/ultrachat

Viewer • Updated Feb 22 • 5.08k • 377