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Avinash Sooriyarachchi

AviSoori1x

https://www.linkedin.com/in/avi-data-ml/

aviTwit3

AviSoori1x

AI & ML interests

Scaling AI/ML with Databricks. Natural language processing, MLOps, ML Engineering, Software development and architecture.

Articles

Sparse Mixture of Experts Language Model from Scratch: Extending makeMoE with Expert Capacity

Mar 18

• 1

Organizations

AviSoori1x's activity

liked a model 19 days ago

microsoft/BiomedCLIP-PubMedBERT_256-vit_base_patch16_224

Zero-Shot Image Classification • Updated Jan 14 • 153k • 152

liked a model 20 days ago

microsoft/Phi-3-mini-128k-instruct

Text Generation • Updated 11 days ago • 403k • 1.17k

liked 4 models about 1 month ago

wkcn/TinyCLIP-ViT-8M-16-Text-3M-YFCC15M

Zero-Shot Image Classification • Updated 6 days ago • 3.68k • 4

jetmoe/jetmoe-8b

Text Generation • Updated 29 days ago • 1.55k • 243

h2oai/h2o-danube2-1.8b-base

Text Generation • Updated Apr 5 • 5.15k • 37

stanford-crfm/BioMedLM

Text Generation • Updated Mar 28 • 6.64k • 366

liked a dataset about 2 months ago

vikhyatk/lnqa

Viewer • Updated 18 days ago • 22 • 68

liked a model about 2 months ago

databricks/dbrx-instruct

Text Generation • Updated 24 days ago • 41.6k • 1.06k

liked a dataset about 2 months ago

pmc/open_access

Viewer • Updated Mar 14, 2023 • 499 • 26

liked a dataset 2 months ago

microsoft/orca-math-word-problems-200k

Viewer • Updated Mar 4 • 4.11k • 317

liked a model 3 months ago

CohereForAI/aya-101

Text2Text Generation • Updated Mar 31 • 32.3k • 534

liked 3 datasets 3 months ago

mychen76/ds_receipts_v2_train

Viewer • Updated Sep 20, 2023 • 3

mychen76/invoices-and-receipts_ocr_v1

Viewer • Updated Sep 22, 2023 • 350 • 11

darentang/sroie

Viewer • Updated Dec 9, 2021 • 521 • 5

liked 2 datasets 4 months ago

wikitext

Viewer • Updated Jan 4 • 737k • 296

wikimedia/wikipedia

Viewer • Updated Jan 9 • 7.75k • 380

liked a model 5 months ago

stabilityai/stable-diffusion-xl-base-1.0

Text-to-Image • Updated Oct 30, 2023 • 4.66M • 5.16k

liked a dataset 5 months ago

e2e_nlg

Viewer • Updated Jan 18 • 1.34k • 13

liked a model 5 months ago

sentence-transformers/paraphrase-multilingual-mpnet-base-v2

liked 2 models 6 months ago

stabilityai/stable-video-diffusion-img2vid-xt

Image-to-Video • Updated 14 days ago • 135k • 2.24k

microsoft/kosmos-2-patch14-224

Image-to-Text • Updated Nov 28, 2023 • 17k • 125

liked a dataset 8 months ago

vikp/textbook_quality_programming

Viewer • Updated Oct 8, 2023 • 97 • 165

liked a model 9 months ago

stabilityai/control-lora

Text-to-Image • Updated Aug 19, 2023 • 792

liked 4 datasets 9 months ago

nampdn-ai/tiny-codes

Updated Sep 30, 2023 • 1.1k • 193

xiyuez/red-dot-design-award-product-description

Viewer • Updated Jul 7, 2023 • 685 • 8

cakiki/rosetta-code

Viewer • Updated Sep 24, 2023 • 253 • 23

mike-ravkine/rosettacode-parsed

Viewer • Updated Jun 20, 2023 • 16 • 10

liked a model 10 months ago

segmind/small-sd

Text-to-Image • Updated Aug 8, 2023 • 452 • 25

liked 2 datasets 10 months ago

Salesforce/dialogstudio

Updated 6 days ago • 4.76k • 197

allenai/peS2o

Updated Nov 28, 2023 • 475 • 129

liked a model 10 months ago

openlm-research/open_llama_3b_v2

Text Generation • Updated Jul 16, 2023 • 85.4k • 126

liked 5 datasets 10 months ago

argilla/databricks-dolly-15k-curated-multilingual

Viewer • Updated Jun 14, 2023 • 65 • 41

argilla/databricks-dolly-15k-curated-en

Viewer • Updated Oct 2, 2023 • 4.57M • 33

NumbersStation/NSText2SQL

Viewer • Updated Jan 25 • 194 • 64

codeparrot/conala-mined-curated

Viewer • Updated Jun 13, 2023 • 13 • 8

codeparrot/self-instruct-starcoder

Viewer • Updated Oct 23, 2023 • 29 • 41

liked 2 models 10 months ago

openlm-research/open_llama_7b_v2

Text Generation • Updated Jul 7, 2023 • 11.4k • 111

openlm-research/open_llama_3b

Text Generation • Updated Jun 16, 2023 • 19.6k • 142

liked a dataset 10 months ago

sahil2801/CodeAlpaca-20k

Viewer • Updated Oct 3, 2023 • 1.96k • 156

liked a model 10 months ago

NumbersStation/nsql-6B

Text Generation • Updated Jul 4, 2023 • 121 • 49

liked 5 models 11 months ago

mosaicml/mpt-30b-instruct

Text Generation • Updated Mar 5 • 13.6k • 99

openlm-research/open_llama_7b

Text Generation • Updated Jun 16, 2023 • 24.2k • 122

tiiuae/falcon-40b-instruct

Text Generation • Updated Sep 29, 2023 • 613k • 1.17k

runwayml/stable-diffusion-v1-5

Text-to-Image • Updated Aug 23, 2023 • 3.52M • 10.8k

Salesforce/instructblip-flan-t5-xl

Image-to-Text • Updated Apr 11 • 62.6k • 25

liked a model 12 months ago

EleutherAI/pythia-12b-deduped

Text Generation • Updated Jun 8, 2023 • 11k • 50

liked 4 datasets 12 months ago

qwedsacf/grade-school-math-instructions

Viewer • Updated Feb 11, 2023 • 122 • 42

hendrycks/competition_math

Updated Jun 8, 2023 • 6.51k • 88

b-mc2/sql-create-context

Viewer • Updated Jan 25 • 4.27k • 344

OllieStanley/oa_dolly_15k

Viewer • Updated May 2, 2023 • 126 • 2

liked a model 12 months ago

Salesforce/codet5p-2b

Text2Text Generation • Updated Aug 4, 2023 • 2.73k • 32

liked 5 datasets 12 months ago

Anthropic/hh-rlhf

Viewer • Updated May 26, 2023 • 63.5k • 1.04k

OpenAssistant/oasst1

Viewer • Updated May 2, 2023 • 3.5k • 1.21k

mosaicml/dolly_hhrlhf

Viewer • Updated Oct 2, 2023 • 16.3k • 103

Dahoas/static-hh

Viewer • Updated Mar 6, 2023 • 1 • 19

VMware/open-instruct-v1-oasst-dolly-hhrlhf

Viewer • Updated Jul 13, 2023 • 46 • 16

liked a model 12 months ago

replit/replit-code-v1-3b

Text Generation • Updated Jul 21, 2023 • 453 • 715

liked 3 models about 1 year ago

bigscience/bloomz-3b

Text Generation • Updated May 27, 2023 • 13.2k • 74

bigscience/bloomz

Text Generation • Updated May 27, 2023 • 2.43k • 491

togethercomputer/RedPajama-INCITE-7B-Base

Text Generation • Updated Jun 6, 2023 • 5.78k • 94

Avinash Sooriyarachchi

AI & ML interests

Articles

seemore: Implement a Vision Language Model from Scratch

makeMoE: Implement a Sparse Mixture of Experts Language Model from Scratch

SeeMoE: Implementing a MoE Vision Language Model from Scratch

Sparse Mixture of Experts Language Model from Scratch: Extending makeMoE with Expert Capacity

Organizations

AviSoori1x's activity