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URL: https://testnet.flock.io/
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THE ON-CHAIN DECENTRALIZED MACHINE LEARNING PLATFORM

Federated Learning on Blockchain

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NLP


FLOCK LLM

My project starts with a pre-trained Vicuna model, which we then do model
finetuning using the Dolly dataset. To optimize the process, we utilize
decentralized and federated training methods, allowing us to train the finteune
model across multiple nodes simultaneouslyUpdated 0 days ago

NLP



10.00%


Rewards Return Rate


1


Participants Requirements

Creator Name
Short of

1

to start



SENTIMENT ANALYSIS

The model categorises opinions in text or reviews about a product/ brand/
merchant to determine whether the sentiment is positive or negative. This helps
providers monitor their performance.Updated 0 days ago

NLP



20.00%


Rewards Return Rate


1


Participants Requirements

Creator Name
Short of

1

to start



FLOCK LLM ALPACA DATASET

My project starts with the Vicuna base model, which we then fine-tune using the
Alpaca dataset. To optimize the process, we utilize distributed training
methods, allowing us to train the model across multiple nodes
simultaneouslyUpdated 0 days ago

NLP



20.00%


Rewards Return Rate


2


Participants Requirements

Creator Name
Short of

0

to start



FLOCK SENTIMENT ANALYSIS

The model categorises opinions in text or reviews about a product/ brand/
merchant to determine whether the sentiment is positive or negative. This helps
providers monitor their performance.Updated 0 days ago

NLP



10.00%


Rewards Return Rate


2


Participants Requirements

Creator Name
Short of

0

to start



FLOCK LLM DOLLY

My project starts with a pre-trained Vicuna model, which we then do model
finetuning using the Dolly dataset. To optimize the process, we utilize
decentralized and federated training methods, allowing us to train the finteune
model across multiple nodes simultaneouslyUpdated 0 days ago

NLP



20.00%


Rewards Return Rate


1


Participants Requirements

Creator Name
Short of

1

to start


FINANCE


CREDIT CARD FRAUD DETECTION

Credit card issuers run the model to alert/block fraudulent transactions so that
consumers are not charged for the items they did not purchase.Updated 0 days ago

Finance



20.00%


Rewards Return Rate


1


Participants Requirements

Creator Name
Short of

0

to start



CREDIT CARD FRAUD DETECTION PINATA

Credit card issuers run the model to alert/block fraudulent transactions so that
consumers are not charged for the items they did not purchase.Updated 0 days ago

Finance



10.00%


Rewards Return Rate


2


Participants Requirements

Creator Name
Short of

1

to start



CREDIT CARD FRAUD DETECTION PINATA TEST #2

Credit card issuers run the model to alert/block fraudulent transactions so that
consumers are not charged for the items they did not purchase.Updated 0 days ago

Finance



10.00%


Rewards Return Rate


2


Participants Requirements

Creator Name
Short of

2

to start



VERSION 0.0.5 TEST

version 0.0.5 testUpdated 0 days ago

Finance



100.00%


Rewards Return Rate


84


Participants Requirements

Creator Name
Short of

84

to start