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389 results for “Xyla”
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plat gf is really doing the godess's work getting these #retail jobs and quitting the instant they're unreasonable. Businesses'll learn to stop being a-holes if they can't keep staff in their store
She put #cashier and #driveThrough on her application and they had her washing dishes, cooking, and cleaning first in training and weren't flexible when she said she wouldn't stand over a hot stove for an extended period of time and she didn't apply for #lineCook. So she #quit :aqua_dab: #pgf -
plat gf is really doing the godess's work getting these #retail jobs and quitting the instant they're unreasonable. Businesses'll learn to stop being a-holes if they can't keep staff in their store
She put #cashier and #driveThrough on her application and they had her washing dishes, cooking, and cleaning first in training and weren't flexible when she said she wouldn't stand over a hot stove for an extended period of time and she didn't apply for #lineCook. So she #quit :aqua_dab: #pgf -
plat gf is really doing the godess's work getting these #retail jobs and quitting the instant they're unreasonable. Businesses'll learn to stop being a-holes if they can't keep staff in their store
She put #cashier and #driveThrough on her application and they had her washing dishes, cooking, and cleaning first in training and weren't flexible when she said she wouldn't stand over a hot stove for an extended period of time and she didn't apply for #lineCook. So she #quit :aqua_dab: #pgf -
My gf is really doing the godess's work getting these #retail jobs and quitting the instant they're unreasonable. Businesses'll learn to stop being a-holes if they can't keep employees in their store
She put #cashier and #driveThrough on her application and they had her washing dishes, cooking, and cleaning at the start of her training and weren't flexible when she said she wouldn't stand over a hot stove for an extended period of time and she didn't apply for #lineCook. So she #quit :aqua_dab: -
CW: Pride month meme, eye contact
#catMeme #prideDemon #prideMeme
Source and other flags: https://www.facebook.com/100070079834414/posts/543436638002326/?mibextid=cr9u03
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CW: Pride month meme, eye contact
#catMeme #prideDemon #prideMeme
Source and other flags: https://www.facebook.com/100070079834414/posts/543436638002326/?mibextid=cr9u03
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CW: Pride month meme, eye contact
#catMeme #prideDemon #prideMeme
Source and other flags: https://www.facebook.com/100070079834414/posts/543436638002326/?mibextid=cr9u03
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CW: #nsfw
Imagine not maintaining 3-points of contact with a ladder 🤮
#shitPost #safteyTip -
CW: #nsfw
Imagine not maintaining 3-points of contact with a ladder 🤮
#shitPost #safteyTip -
CW: Couples photo, eye contact
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CW: Couples photo, eye contact
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CW: Couples photo, eye contact
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CW: Couples photo, eye contact
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Proud to announce our paper on "Automatic Unit Test Data Generation and Actor-Critic Reinforcement Learning for Code Synthesis" has been accepted to Findings of #EMNLP2023 .
This is joint work with Matthieu Zimmer, Gerasimos Lampouras, Derrick Goh Xin Deik, and Ignacio Iacobacci .Code Synthesis, the generation of programming language code from a natural language description, is a challenging problem for #LLMs.
Various Reinforcement Learning methods have been proposed to improve performance of pretrained models.
One #RL approach to this problem is to use functional tests (Unit Tests) as the reward signal; however, this requires data consisting of (i) NL problem prompts, (ii) varied unit tests for each problem to assess functional correctness, which is often unavaible. Some datatasets such as #HumanEval and #MBPP exist; however, these are limited in size and contain (relatively) simple problems.We show how to programmatically derive new training data for functional test-based Code Synthesis RL, generating and converting automatic tests from a strongly typed language (Java) to a weakly typed language (Python). This allows us to generate arbitrary amounts of test-annotated data.
We then introduce a very straight-forward yet effective practical REINFORCE-based Actor-Critic RL approach that makes use of Unit Test annotated data to tune a function-level Code Synthesis LM.
Crucially, we find that keeping the Critic in sync with the Policy yields better results than pretraining and freezing the Critic.
Use of our augmentation data further improves model performance.Preprint available at https://arxiv.org/abs/2310.13669 ; code and model will be made available.
#Machinelearning #AI #ML #ReinforcementLearning #LLM #PLM #CodeSyntheis #Huawei
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Proud to announce our paper on "Automatic Unit Test Data Generation and Actor-Critic Reinforcement Learning for Code Synthesis" has been accepted to Findings of #EMNLP2023 .
This is joint work with Matthieu Zimmer, Gerasimos Lampouras, Derrick Goh Xin Deik, and Ignacio Iacobacci .Code Synthesis, the generation of programming language code from a natural language description, is a challenging problem for #LLMs.
Various Reinforcement Learning methods have been proposed to improve performance of pretrained models.
One #RL approach to this problem is to use functional tests (Unit Tests) as the reward signal; however, this requires data consisting of (i) NL problem prompts, (ii) varied unit tests for each problem to assess functional correctness, which is often unavaible. Some datatasets such as #HumanEval and #MBPP exist; however, these are limited in size and contain (relatively) simple problems.We show how to programmatically derive new training data for functional test-based Code Synthesis RL, generating and converting automatic tests from a strongly typed language (Java) to a weakly typed language (Python). This allows us to generate arbitrary amounts of test-annotated data.
We then introduce a very straight-forward yet effective practical REINFORCE-based Actor-Critic RL approach that makes use of Unit Test annotated data to tune a function-level Code Synthesis LM.
Crucially, we find that keeping the Critic in sync with the Policy yields better results than pretraining and freezing the Critic.
Use of our augmentation data further improves model performance.Preprint available at https://arxiv.org/abs/2310.13669 ; code and model will be made available.
#Machinelearning #AI #ML #ReinforcementLearning #LLM #PLM #CodeSyntheis #Huawei
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should I take a job offer at one of the big 4 as a senior cyber transformation consultant/ manager, it would mean around a 25% salary bump, it would however take me out of my current more tech focused role…
#musing #tech #jobs #cybersecurity #recruiters -
I am starting to learn rust, at which point should I order the thigh highs? :awoothink:
#rust #programming #programmingsocks -
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just saw some very cute and nice looking studs at a small jewelry store and I am now considering if I should get my ears pierced and if I could get away with it.
#jewelry #piercing #earpiercing -
so I might be able to get a Briggs & Riley baseline global carry-on for a ridiculously good price.
which colour shall I go with?
the only one I can’t get is the navy
https://www.briggs-riley.com/products/global-carry-on-spinner?variant=41663042355242
#travel #suitcase #39c3 -
so I might be able to get a Briggs & Riley baseline global carry-on for a ridiculously good price.
which colour shall I go with?
the only one I can’t get is the navy
https://www.briggs-riley.com/products/global-carry-on-spinner?variant=41663042355242
#travel #suitcase #39c3 -
so I might be able to get a Briggs & Riley baseline global carry-on for a ridiculously good price.
which colour shall I go with?
the only one I can’t get is the navy
https://www.briggs-riley.com/products/global-carry-on-spinner?variant=41663042355242
#travel #suitcase #39c3 -
so I might be able to get a Briggs & Riley baseline global carry-on for a ridiculously good price.
which colour shall I go with?
the only one I can’t get is the navy
https://www.briggs-riley.com/products/global-carry-on-spinner?variant=41663042355242
#travel #suitcase #39c3 -
so I might be able to get a Briggs & Riley baseline global carry-on for a ridiculously good price.
which colour shall I go with?
the only one I can’t get is the navy
https://www.briggs-riley.com/products/global-carry-on-spinner?variant=41663042355242
#travel #suitcase #39c3 -
does anyone perhaps have recommendations for decent suitcases, previously I would have probably just gotten a €100-200 samsonite eve though the wheels aren’t the best such as the Essens 69cm however i have heard from some acquaintances that the plastic on them seems to crack quite easily, which I also noticed in a store when I was shopping for them in 2 different stores I noticed small cracks while inspecting them.
as such I need some recommendations I am thinking of a medium size suitcase for a week of travel.
although I am also looking for another piece of luggage that has a decent suiter.
#travel #39c3 #suitcase -
does anyone perhaps have recommendations for decent suitcases, previously I would have probably just gotten a €100-200 samsonite eve though the wheels aren’t the best such as the Essens 69cm however i have heard from some acquaintances that the plastic on them seems to crack quite easily, which I also noticed in a store when I was shopping for them in 2 different stores I noticed small cracks while inspecting them.
as such I need some recommendations I am thinking of a medium size suitcase for a week of travel.
although I am also looking for another piece of luggage that has a decent suiter.
#travel #39c3 #suitcase -
does anyone perhaps have recommendations for decent suitcases, previously I would have probably just gotten a €100-200 samsonite eve though the wheels aren’t the best such as the Essens 69cm however i have heard from some acquaintances that the plastic on them seems to crack quite easily, which I also noticed in a store when I was shopping for them in 2 different stores I noticed small cracks while inspecting them.
as such I need some recommendations I am thinking of a medium size suitcase for a week of travel.
although I am also looking for another piece of luggage that has a decent suiter.
#travel #39c3 #suitcase -
does anyone perhaps have recommendations for decent suitcases, previously I would have probably just gotten a €100-200 samsonite eve though the wheels aren’t the best such as the Essens 69cm however i have heard from some acquaintances that the plastic on them seems to crack quite easily, which I also noticed in a store when I was shopping for them in 2 different stores I noticed small cracks while inspecting them.
as such I need some recommendations I am thinking of a medium size suitcase for a week of travel.
although I am also looking for another piece of luggage that has a decent suiter.
#travel #39c3 #suitcase