Building a Local Large Language Model (LLM)

The Machine: A computer science education podcast

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تمت الإضافة منذ قبل three أعوام

المحتوى المقدم من Rob O'Connor. يتم تحميل جميع محتويات البودكاست بما في ذلك الحلقات والرسومات وأوصاف البودكاست وتقديمها مباشرة بواسطة Rob O'Connor أو شريك منصة البودكاست الخاص بهم. إذا كنت تعتقد أن شخصًا ما يستخدم عملك المحمي بحقوق الطبع والنشر دون إذنك، فيمكنك اتباع العملية الموضحة هنا https://ar.player.fm/legal.

Exile

1
Episode 10: From Refugee to Radical 44:09

منذ 2 years44:09

التشغيل لاحقا

قوائم

إعجاب

احب

44:09

When a young Eva Kollisch arrives as a refugee in New York in 1940, she finds a community among socialists who share her values and idealism. She soon discovers ‘the cause’ isn’t as idyllic as it seems. Little does she know this is the beginning of a lifelong commitment to activism and her determination to create radical change in ways that include belonging, love and one's full self. In addition to Eva Kollisch’s memoirs Girl in Movement (2000) and The Ground Under My Feet (2014), LBI’s collections include an oral history interview with Eva conducted in 2014 and the papers of Eva’s mother, poet Margarete Kolllisch, which document Eva’s childhood experience on the Kindertransport. Learn more at www.lbi.org/kollisch . Exile is a production of the Leo Baeck Institute , New York | Berlin and Antica Productions . It’s narrated by Mandy Patinkin. Executive Producers include Katrina Onstad, Stuart Coxe, and Bernie Blum. Senior Producer is Debbie Pacheco. Associate Producers are Hailey Choi and Emily Morantz. Research and translation by Isabella Kempf. Sound design and audio mix by Philip Wilson, with help from Cameron McIver. Theme music by Oliver Wickham. Voice acting by Natalia Bushnik. Special thanks to the Kollisch family for the use of Eva’s two memoirs, “Girl in Movement” and “The Ground Under My Feet”, the Sophia Smith Collection at Smith College and their “Voices of Feminism Oral History Project”, and Soundtrack New York.…

منذ عام واحد 51:30

M4A•منزل الحلقة

You can connect with all the people on this podcast on LinkedIn at:

Mark Campbell https://www.linkedin.com/in/mark-campbell-76846b194/
Dimitri Saradakis https://www.linkedin.com/in/dimitri-saridakis-32a087139/
Rob O'Connor https://www.linkedin.com/in/robertoconnorirl/

Here are links to some of the tools referenced in the podcast:

Red Hat OpenShift AI https://www.redhat.com/en/technologies/cloud-computing/openshift/openshift-ai

61 حلقات

#Tech #Rob OConnor

Building a Local Large Language Model (LLM)

The Machine: A computer science education podcast

published منذ عام واحد

M4A•منزل الحلقة

You can connect with all the people on this podcast on LinkedIn at:

Mark Campbell https://www.linkedin.com/in/mark-campbell-76846b194/
Dimitri Saradakis https://www.linkedin.com/in/dimitri-saridakis-32a087139/
Rob O'Connor https://www.linkedin.com/in/robertoconnorirl/

Here are links to some of the tools referenced in the podcast:

Red Hat OpenShift AI https://www.redhat.com/en/technologies/cloud-computing/openshift/openshift-ai

61 حلقات

#Tech #Rob OConnor

كل الحلقات

1
Why Study Computing? 41:48

منذ 7 weeks41:48

41:48

Are you interested in studying computing but feel a bit daunted by entering a field that can seem overwhelming? As professional computer science educators, we are often asked questions by prospective students about what’s actually involved in studying computing, the types of roles one can expect after graduating, the skills a student needs, and more. For this episode, we tried to distil some of those common questions into a podcast. If you’re someone who thinks computing is only for math wizards and “hardcore” programmers, this is the podcast for you! (Spoiler alert: The answer is NO!) We discuss tech innovation and how ethical IT professionals can have a positive impact on the world. We also explore the hidden perks of IT careers, beyond the good salaries. Join Amanda Freeman-Gater, TJ McDonald, and Rob O’Connor - all from the Department of Computing and Mathematics at SETU - for an easy-to-follow conversation on why you should study computing. Useful Links: Articles Careers Portal – Information Technology https://careersportal.ie/sectors/sectors.php?sector_id=8 Brightwater Salary Survey 2024 https://online.flippingbook.com/view/692494949/ Technological university graduates more likely to be employed after leaving college (Irish Times) https://www.irishtimes.com/ireland/education/2024/12/19/technological-university-graduates-more-likely-to-be-employed-after-leaving-college/ The highest paying sectors for new graduates (BusinessPlus) https://businessplus.ie/business-insights/highest-paid-graduates/ Courses BSc (Hons) in Computer Science (SE600) https://www.setu.ie/courses/bsc-hons-in-computer-science-common-entry BSc (Hons) in Software Systems Development https://www.setu.ie/courses/bsc-hons-in-software-systems-development BSc (Hons) in Computer Forensics and Security (SE602) https://www.setu.ie/courses/bsc-hons-in-computer-forensics-and-security BSc (Hons) in Creative Computing https://www.setu.ie/courses/bsc-hons-in-creative-computing BSc in Information Technology https://www.setu.ie/courses/bsc-in-information-technology BSc in Creative Computing https://www.setu.ie/courses/bsc-in-creative-computing BSc in Software Systems Development https://www.setu.ie/courses/bsc-in-software-systems-development Personal profiles Amanda Freeman-Gater https://www.setu.ie/staff/amanda-freeman-gater TJ McDonald https://www.setu.ie/staff/tj-mcdonald Robert O’Connor https://www.setu.ie/staff/robert-oconnor…

1
Garda National Cyber Crime Bureau 38:50

منذ 17 weeks38:50

38:50

Coming out of our latest Computing Week on campus in SETU, Rob spoke with two members of the Garda National Cyber Crime Bureau – Detective Sergeant Eoin O’Connell and Detective Noel O’Gorman. They spoke about the work of the Bureau, how cybercrime threats have evolved over the past few years and what individual and organisations can do to help protect themselves. TRIGGER WARNING: the podcast includes discussion of offences around online sexual abuse and child pornography. The conversation is not graphic but listeners may want to exercise discretion. By an amazing coincidence, in the period from when the interview was recorded and published, SETU has been the victim of a cyberattack. At the time of podcast publication, all systems on the Waterford campus are offline and the site is under active investigation. So the podcast is particularly timely for the SETU community … For more information on the Garda National Cyber Crime Bureau, please visit https://www.garda.ie/en/about-us/organised-serious-crime/garda-national-cyber-crime-bureau-gnccb-/ To keep up to date with The Machine or for any follow-ups, you can contact Rob via the SETU website https://www.setu.ie/staff/robert-oconnor…

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Indrakshi Dey - Autonomous Systems and Artificial Intelligence 46:56

منذ 51 weeks46:56

46:56

Autonomous Systems are the jumping off point for this podcast episode with Indrakshi Dey of the Walton Institute at SETU. We talk about how computer science research is progressing in this area, encompassing the world of AI and forming links with partners across all disciplines. This leads on to a chat about how we (humans) tend to anthropomorphise Artificial Intelligence systems. We also discuss Indrakshi’s career to date and how being a woman of colour has given her unique insight across the sector. Here are some links if you wish to follow up the podcast: · Walton Institute Key Research Areas https://waltoninstitute.ie/research/key-research · CONNECT project https://www.connect-science.net · Indrakshi Dey’s profile at the Walton Institute https://waltoninstitute.ie/about/staff/dr-indrakshi-dey · Indrakshi Dey’s profile on LinkedIn https://www.linkedin.com/in/indrakshi-dey-aa658839/ · Rob O’Connor on LinkedIn https://www.linkedin.com/in/robertoconnorirl/…

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Nuria Oliver - Big Data, Artificial Intelligence and Addressing Imbalances 55:44

منذ 52 weeks55:44

55:44

To help celebrate International Women’s Day and Women’s History Month, Rob spoke with Spanish computer scientist Nuria Oliver about her work to date, such as using big data systems to help unbanked people access credit in developing nations or combating bias in AI systems. Nuria recounted how she first became interested in computing and turned that interest into a career. They also discussed the gender imbalance in computing today and Nuria offered some thought-provoking suggestions as to how these issues might be addressed. Nuria is also a fellow with Association of Computing Machinery, so thanks to the ACM for setting up the interview. Here are links to projects mentioned during the podcast: ELLIS – European Laboratory for Learning and Intelligent Systems https://ellis.eu Data-Pop Alliance https://datapopalliance.org Nuria Oliver’s Personal Website https://www.nuriaoliver.com Association of Computing Machinery (ACM) https://www.acm.org To keep up to date with The Machine, you can find the podcast on X/Twitter @machine_podcast or you can connect with Rob O’Connor via LinkedIn…

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Jobs in Computing (Live Panel Discussion) 35:06

منذ 1 year35:06

35:06

Here's a live panel discussion we recently hosted at SETU, in which a bunch of computing professionals talked about what it's like to work in the tech sector in Ireland. This took place in front of approx. 200 Leaving Cert students, tied in with Computing Week at SETU. If you're a student or someone who's interested in starting a career in IT, this discussion might be very useful. The panel is comprised of: Padraig O’Neill – UNUM Sinead Queally – VoxGig Mick O’Brien – Kargo Donna Tilson – Sun Life Brendan O’Farrell – Red Hat Amanda Freeman-Gater - SETU Please excuse the poor audio in places. This was held as a live event and not a podcast. However, there were some great nuggets of info in there so we decided it was better to get it out there, warts and all.…

1
Building a Local Large Language Model (LLM) 51:30

منذ 1 year51:30

51:30

Another #ComputingWeek talk turned into a podcast! Two Red Hat software engineers, both recent graduates of SETU, returned to discuss the issues surrounding running your own LLM on a local machine, how models and datasets are built and reduced (quantised) so as to run on a laptop rather than an array of servers. Mark Campbell and Dimitri Saradkis provided excellent insight on the technical issues surround this topic, before getting into some of the ethical and moral issues with host Rob O'Connor at the end. You can connect with all the people on this podcast on LinkedIn at: Mark Campbell https://www.linkedin.com/in/mark-campbell-76846b194/ Dimitri Saradakis https://www.linkedin.com/in/dimitri-saridakis-32a087139/ Rob O'Connor https://www.linkedin.com/in/robertoconnorirl/ Here are links to some of the tools referenced in the podcast: Red Hat OpenShift AI https://www.redhat.com/en/technologies/cloud-computing/openshift/openshift-ai LMStudio https://lmstudio.ai/ Ollama https://ollama.ai/ HuggingFace https://huggingface.co/…

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How AI is changing the ICT work environment 47:12

منذ 1 year47:12

47:12

On the back of a packed #ComputingWeek talk at SETU, Rob nabbed two speakers from UNUM Ireland – Gary Kenneally and Shourjya Sanyal – and recorded a conversation about the pace of change in the ICT industry, how AI tools can be integrated into a workflow and why new developers should even care about AI. The lads discuss why the think AI won’t be replacing anyone anytime soon – but it may help us work smarter. To keep up to date with The Machine, you can find the podcast on X/Twitter @machine_podcast Or you can contact Rob via the SETU website . Thanks for listening…

1
Quantum Computing and Quantum Communications 37:21

منذ 2 years37:21

37:21

Don't know your q-bits from your bytes? This is the podcast for you! Quantum Computing is one of the next-gen technologies that can truly usher in a new era in computing. Quantum Communications has the potential to provide a truly secure infrastructure for communications across small or vast distances. Deirdre Kilbane (Director of Research at the Walton Institute) joined Rob O'Connor in the studio to talk about all of this and the recent announcement of a large research investment in Ireland QCI (Quantum Communications Infrastructure). Deirdre breaks down some of the theoretical elements in an easy to understand manner and lays out the practical applications for this technology across Europe (and beyond). For more information on Ireland QCI, check out this web story https://waltoninstitute.ie/projects/ireland-qci For more information on Deirdre Kilbane, check out her profile https://waltoninstitute.ie/about/staff/dr-deirdre-kilbane Stay up to date with The Machine podcast by following us on Twitter @machine_podcast…

1
ChatGPT and AI in the Classroom w/ Hazel Farrell and Pete Windle 48:43

منذ 2 years48:43

48:43

Hazel Farrell and Pete Windle are academics at SETU who have been playing with ChatGPT (and other AI tools) to see how they can be used in the classroom to assist teaching and learning. They both take an open approach towards the technologies, rather than shutting down conversation. They sat down with Rob O'Connor to talk about the potential of these technologies to be a useful tool in education. Pete is a lecturer in Computing, whereas Hazel is a lecturer in Music - so there is a cross-disciplinary aspect to the discussion. The podcast doesn't lead to many answers for academics or students who may be struggling with AI, but it does spark some interested questions and dialogues. This is definitely a topic we'll be discussing again. During the podcast, Hazel recommends following Mushtaq Bilal on Twitter @MushtaqBilalPhD for interesting threads on ChatGPT. Pete recommends the ChatGPT Insights Facebook group. You can follow Hazel on Twitter @renshigirl . Pete's profile on LinkedIn can be found here . Rob O'Connor is on Twitter @roboconnor_irl or on Mastodon http://mastodon.ie/@roboconnor . Follow the podcast on Twitter at @machine_podcast…

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Red Hat Academy w/ Brendan O'Farrell & Leigh Griffin 1:04:15

منذ 2 years1:04:15

1:04:15

Red Hat are the world's largest open source software company. Senior Engineers at Red Hat - Brendan O'Farrell and Leigh Griffin - joined SETU lecturers Rob O'Connor and Amanda Freeman-Gater to chat about Red Hat Academy, an online portal that provides free resources for students of computer science. They discussed the kind of material you can find there and why students might be interested in this. There's a lot of conversation about Linux in here, but it's not confined to CentOS or Red Hat Enterprise Linux. They also talked about the characteristics that they look for when hiring graduates and their thoughts on learning as a life-long activity (not something that ends when you complete your degree). You can learn more about Red Hat at redhat.com . You'll find general company info there, as well as details on the Red Hat Academy. You can follow The Machine podcast on Twitter @machine_podcast . Staff profiles for Rob O'Connor and Amanda Freeman-Gater can be found on SETU.ie…

1
3D Printing and AMASE 31:30

منذ 3 years31:30

31:30

Two colleagues at SETU from the School of Engineering, David Alarco and Natalie Romanyatova, joined Rob in the podcast studio to discuss additive manufacturing (3D printing), how it dovetails with computing and how it's changing the way "stuff" is made. They have a new course starting bout it too. More information about Additive Manufacturing Advancing the South East (AMASE) can be found at amase.ie This is the last episode of The Machine for the season. We'll be back in the new academic year with more interesting chats about technology. Enjoy your summer holidays!…

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Wireless Comms on the Farm ... and Mars? 34:54

منذ 3 years34:54

34:54

Can we detect an excess of carbon in a field using equipment that already in place? Rob spoke with SETU academic Bernard Butler and his graduate student Thakshilla Wedage about their work in VistaMilk and using the physical properties of wireless signals to predict atmospheric conditions in a farming context. The speed of the terahertz signals they use are hampered by our wet, dense atmosphere - but they may allow wireless communications 100-times faster than current speeds on a dry environment, such as Mars. They talked about their next phase of their work which is looking at employing these technologies to facilitate high-bandwidth, low-latency communications off-world. To quote a famous space traveller - Fascinating! More information about the VistaMilk project and the people involved can be found at vistamilk.ie…

1
Religion & Video Games (with Frank Bosman) 43:09

منذ 3 years43:09

43:09

What place does religion have in video games? Why should developers be concerned with religion, theology or morality when creating games? Frank Bosman is a Dutch academic with Tilberg University who spoke with Rob about some of the larger ideas contained in video games and how they add depth to the gaming experience. Frank's book "Gaming and the Divine: A New Systematic Theology of Video Games" is published by Routledge Press. He can found on Twitter @frankgbosman . Stay up to date with the latest from the podcast @machine_podcast…

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I Wish I Knew Then What I Know Now (II) 46:33

منذ 3 years46:33

46:33

A rerun of an episode we published a few years back - Rob sat down with some final year students who'd just completed their undergraduate degree. He asked them to reflect on their time studying in Waterford, highlight the areas of computing they liked most/least and also offer advice to their 1st year-selves. The students in the room were Ciaran Malone (Games Development), Dimitri Saradakis (Applied Computing) and Erinn Whitty (Internet of Things).…

1
StudyAtHome with Martin Deinhofer and Brendan Jackman 33:18

منذ 3 years33:18

33:18

StudyAtHome is a collection of eLearning courses approved by Universities across Europe where students can pick up extra credits in a variety of specialist computing courses, such as Data Ethics and Open Data, The Connected Car and Assistive Technologies Basics. Rob discussed the initiative with two of the computing academics involved: Brendan Jackman from SETU Waterford and Martin Deihnhofer from FH Technikum Wien (Vienna). Details on StudyAtHome can be found at https://hub.studyathome.technikum-wien.at…

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