What we learned from a year of building with LLMs
Ready to build real-world applications with large language models? With the pace of improvements over the past year, LLMs have become good enough for use in real-world applications. LLMs are also broadly accessible, allowing practitioners besides ML engineers and scientists to build intelligence int...
Gespeichert in:
| Hauptverfasser: | , , , , , |
|---|---|
| Format: | Elektronisch E-Book |
| Sprache: | English |
| Veröffentlicht: |
Sebastopol, CA
O'Reilly Media, Inc.
2024
|
| Ausgabe: | First edition. |
| Schlagworte: | |
| Online-Zugang: | lizenzpflichtig |
| Tags: |
Tag hinzufügen
Keine Tags, Fügen Sie den ersten Tag hinzu!
|
MARC
| LEADER | 00000cam a22000002 4500 | ||
|---|---|---|---|
| 001 | ZDB-30-ORH-106394479 | ||
| 003 | DE-627-1 | ||
| 005 | 20240902105245.0 | ||
| 007 | cr uuu---uuuuu | ||
| 008 | 240819s2024 xx |||||o 00| ||eng c | ||
| 020 | |a 9781098176716 |9 978-1-0981-7671-6 | ||
| 020 | |a 1098176715 |9 1-0981-7671-5 | ||
| 035 | |a (DE-627-1)106394479 | ||
| 035 | |a (DE-599)KEP106394479 | ||
| 035 | |a (ORHE)9781098176716 | ||
| 035 | |a (DE-627-1)106394479 | ||
| 040 | |a DE-627 |b ger |c DE-627 |e rda | ||
| 041 | |a eng | ||
| 082 | 0 | |a 006.3/5 |2 23/eng/20240723 | |
| 100 | 1 | |a Yan, Eugene |e VerfasserIn |4 aut | |
| 245 | 1 | 0 | |a What we learned from a year of building with LLMs |c by Eugene Yan, Bryan Bischof, Charles Frye, Hamel Husain, Jason Liu & Shreya Shankar |
| 250 | |a First edition. | ||
| 264 | 1 | |a Sebastopol, CA |b O'Reilly Media, Inc. |c 2024 | |
| 300 | |a 1 online resource (64 pages) |b illustrations | ||
| 336 | |a Text |b txt |2 rdacontent | ||
| 337 | |a Computermedien |b c |2 rdamedia | ||
| 338 | |a Online-Ressource |b cr |2 rdacarrier | ||
| 500 | |a Includes bibliographical references | ||
| 520 | |a Ready to build real-world applications with large language models? With the pace of improvements over the past year, LLMs have become good enough for use in real-world applications. LLMs are also broadly accessible, allowing practitioners besides ML engineers and scientists to build intelligence into their products. In this report, six experts in AI and machine learning present crucial, yet often neglected, ML lessons and methodologies essential for developing products based on LLMs. Awareness of these concepts can give you a competitive advantage against most others in the field. Over the past year, authors Eugene Yan, Brian Bischof, Charles Frye, Hamel Husain, Jason Liu, and Shreya Shankar have been busy testing and refining these methodologies by building real-world applications on top of LLMs. In this report, they have distilled these lessons for the benefit of the community. | ||
| 650 | 0 | |a Natural language generation (Computer science) | |
| 650 | 0 | |a Artificial intelligence |x Computer programs | |
| 650 | 4 | |a Génération automatique de texte | |
| 650 | 4 | |a Intelligence artificielle ; Logiciels | |
| 700 | 1 | |a Bischof, Bryan |e VerfasserIn |4 aut | |
| 700 | 1 | |a Frye, Charles |e VerfasserIn |4 aut | |
| 700 | 1 | |a Husain, Hamel |e VerfasserIn |4 aut | |
| 700 | 1 | |a Liu, Jason |e VerfasserIn |4 aut | |
| 700 | 1 | |a Shankar, Shreya |e VerfasserIn |4 aut | |
| 856 | 4 | 0 | |l TUM01 |p ZDB-30-ORH |q TUM_PDA_ORH |u https://learning.oreilly.com/library/view/-/9781098176716/?ar |m X:ORHE |x Aggregator |z lizenzpflichtig |3 Volltext |
| 912 | |a ZDB-30-ORH | ||
| 951 | |a BO | ||
| 912 | |a ZDB-30-ORH | ||
| 049 | |a DE-91 | ||
Datensatz im Suchindex
| DE-BY-TUM_katkey | ZDB-30-ORH-106394479 |
|---|---|
| _version_ | 1818767365952765952 |
| adam_text | |
| any_adam_object | |
| author | Yan, Eugene Bischof, Bryan Frye, Charles Husain, Hamel Liu, Jason Shankar, Shreya |
| author_facet | Yan, Eugene Bischof, Bryan Frye, Charles Husain, Hamel Liu, Jason Shankar, Shreya |
| author_role | aut aut aut aut aut aut |
| author_sort | Yan, Eugene |
| author_variant | e y ey b b bb c f cf h h hh j l jl s s ss |
| building | Verbundindex |
| bvnumber | localTUM |
| collection | ZDB-30-ORH |
| ctrlnum | (DE-627-1)106394479 (DE-599)KEP106394479 (ORHE)9781098176716 |
| dewey-full | 006.3/5 |
| dewey-hundreds | 000 - Computer science, information, general works |
| dewey-ones | 006 - Special computer methods |
| dewey-raw | 006.3/5 |
| dewey-search | 006.3/5 |
| dewey-sort | 16.3 15 |
| dewey-tens | 000 - Computer science, information, general works |
| discipline | Informatik |
| edition | First edition. |
| format | Electronic eBook |
| fullrecord | <?xml version="1.0" encoding="UTF-8"?><collection xmlns="http://www.loc.gov/MARC21/slim"><record><leader>02585cam a22004572 4500</leader><controlfield tag="001">ZDB-30-ORH-106394479</controlfield><controlfield tag="003">DE-627-1</controlfield><controlfield tag="005">20240902105245.0</controlfield><controlfield tag="007">cr uuu---uuuuu</controlfield><controlfield tag="008">240819s2024 xx |||||o 00| ||eng c</controlfield><datafield tag="020" ind1=" " ind2=" "><subfield code="a">9781098176716</subfield><subfield code="9">978-1-0981-7671-6</subfield></datafield><datafield tag="020" ind1=" " ind2=" "><subfield code="a">1098176715</subfield><subfield code="9">1-0981-7671-5</subfield></datafield><datafield tag="035" ind1=" " ind2=" "><subfield code="a">(DE-627-1)106394479</subfield></datafield><datafield tag="035" ind1=" " ind2=" "><subfield code="a">(DE-599)KEP106394479</subfield></datafield><datafield tag="035" ind1=" " ind2=" "><subfield code="a">(ORHE)9781098176716</subfield></datafield><datafield tag="035" ind1=" " ind2=" "><subfield code="a">(DE-627-1)106394479</subfield></datafield><datafield tag="040" ind1=" " ind2=" "><subfield code="a">DE-627</subfield><subfield code="b">ger</subfield><subfield code="c">DE-627</subfield><subfield code="e">rda</subfield></datafield><datafield tag="041" ind1=" " ind2=" "><subfield code="a">eng</subfield></datafield><datafield tag="082" ind1="0" ind2=" "><subfield code="a">006.3/5</subfield><subfield code="2">23/eng/20240723</subfield></datafield><datafield tag="100" ind1="1" ind2=" "><subfield code="a">Yan, Eugene</subfield><subfield code="e">VerfasserIn</subfield><subfield code="4">aut</subfield></datafield><datafield tag="245" ind1="1" ind2="0"><subfield code="a">What we learned from a year of building with LLMs</subfield><subfield code="c">by Eugene Yan, Bryan Bischof, Charles Frye, Hamel Husain, Jason Liu & Shreya Shankar</subfield></datafield><datafield tag="250" ind1=" " ind2=" "><subfield code="a">First edition.</subfield></datafield><datafield tag="264" ind1=" " ind2="1"><subfield code="a">Sebastopol, CA</subfield><subfield code="b">O'Reilly Media, Inc.</subfield><subfield code="c">2024</subfield></datafield><datafield tag="300" ind1=" " ind2=" "><subfield code="a">1 online resource (64 pages)</subfield><subfield code="b">illustrations</subfield></datafield><datafield tag="336" ind1=" " ind2=" "><subfield code="a">Text</subfield><subfield code="b">txt</subfield><subfield code="2">rdacontent</subfield></datafield><datafield tag="337" ind1=" " ind2=" "><subfield code="a">Computermedien</subfield><subfield code="b">c</subfield><subfield code="2">rdamedia</subfield></datafield><datafield tag="338" ind1=" " ind2=" "><subfield code="a">Online-Ressource</subfield><subfield code="b">cr</subfield><subfield code="2">rdacarrier</subfield></datafield><datafield tag="500" ind1=" " ind2=" "><subfield code="a">Includes bibliographical references</subfield></datafield><datafield tag="520" ind1=" " ind2=" "><subfield code="a">Ready to build real-world applications with large language models? With the pace of improvements over the past year, LLMs have become good enough for use in real-world applications. LLMs are also broadly accessible, allowing practitioners besides ML engineers and scientists to build intelligence into their products. In this report, six experts in AI and machine learning present crucial, yet often neglected, ML lessons and methodologies essential for developing products based on LLMs. Awareness of these concepts can give you a competitive advantage against most others in the field. Over the past year, authors Eugene Yan, Brian Bischof, Charles Frye, Hamel Husain, Jason Liu, and Shreya Shankar have been busy testing and refining these methodologies by building real-world applications on top of LLMs. In this report, they have distilled these lessons for the benefit of the community.</subfield></datafield><datafield tag="650" ind1=" " ind2="0"><subfield code="a">Natural language generation (Computer science)</subfield></datafield><datafield tag="650" ind1=" " ind2="0"><subfield code="a">Artificial intelligence</subfield><subfield code="x">Computer programs</subfield></datafield><datafield tag="650" ind1=" " ind2="4"><subfield code="a">Génération automatique de texte</subfield></datafield><datafield tag="650" ind1=" " ind2="4"><subfield code="a">Intelligence artificielle ; Logiciels</subfield></datafield><datafield tag="700" ind1="1" ind2=" "><subfield code="a">Bischof, Bryan</subfield><subfield code="e">VerfasserIn</subfield><subfield code="4">aut</subfield></datafield><datafield tag="700" ind1="1" ind2=" "><subfield code="a">Frye, Charles</subfield><subfield code="e">VerfasserIn</subfield><subfield code="4">aut</subfield></datafield><datafield tag="700" ind1="1" ind2=" "><subfield code="a">Husain, Hamel</subfield><subfield code="e">VerfasserIn</subfield><subfield code="4">aut</subfield></datafield><datafield tag="700" ind1="1" ind2=" "><subfield code="a">Liu, Jason</subfield><subfield code="e">VerfasserIn</subfield><subfield code="4">aut</subfield></datafield><datafield tag="700" ind1="1" ind2=" "><subfield code="a">Shankar, Shreya</subfield><subfield code="e">VerfasserIn</subfield><subfield code="4">aut</subfield></datafield><datafield tag="856" ind1="4" ind2="0"><subfield code="l">TUM01</subfield><subfield code="p">ZDB-30-ORH</subfield><subfield code="q">TUM_PDA_ORH</subfield><subfield code="u">https://learning.oreilly.com/library/view/-/9781098176716/?ar</subfield><subfield code="m">X:ORHE</subfield><subfield code="x">Aggregator</subfield><subfield code="z">lizenzpflichtig</subfield><subfield code="3">Volltext</subfield></datafield><datafield tag="912" ind1=" " ind2=" "><subfield code="a">ZDB-30-ORH</subfield></datafield><datafield tag="951" ind1=" " ind2=" "><subfield code="a">BO</subfield></datafield><datafield tag="912" ind1=" " ind2=" "><subfield code="a">ZDB-30-ORH</subfield></datafield><datafield tag="049" ind1=" " ind2=" "><subfield code="a">DE-91</subfield></datafield></record></collection> |
| id | ZDB-30-ORH-106394479 |
| illustrated | Illustrated |
| indexdate | 2024-12-18T08:48:44Z |
| institution | BVB |
| isbn | 9781098176716 1098176715 |
| language | English |
| open_access_boolean | |
| owner | DE-91 DE-BY-TUM |
| owner_facet | DE-91 DE-BY-TUM |
| physical | 1 online resource (64 pages) illustrations |
| psigel | ZDB-30-ORH |
| publishDate | 2024 |
| publishDateSearch | 2024 |
| publishDateSort | 2024 |
| publisher | O'Reilly Media, Inc. |
| record_format | marc |
| spelling | Yan, Eugene VerfasserIn aut What we learned from a year of building with LLMs by Eugene Yan, Bryan Bischof, Charles Frye, Hamel Husain, Jason Liu & Shreya Shankar First edition. Sebastopol, CA O'Reilly Media, Inc. 2024 1 online resource (64 pages) illustrations Text txt rdacontent Computermedien c rdamedia Online-Ressource cr rdacarrier Includes bibliographical references Ready to build real-world applications with large language models? With the pace of improvements over the past year, LLMs have become good enough for use in real-world applications. LLMs are also broadly accessible, allowing practitioners besides ML engineers and scientists to build intelligence into their products. In this report, six experts in AI and machine learning present crucial, yet often neglected, ML lessons and methodologies essential for developing products based on LLMs. Awareness of these concepts can give you a competitive advantage against most others in the field. Over the past year, authors Eugene Yan, Brian Bischof, Charles Frye, Hamel Husain, Jason Liu, and Shreya Shankar have been busy testing and refining these methodologies by building real-world applications on top of LLMs. In this report, they have distilled these lessons for the benefit of the community. Natural language generation (Computer science) Artificial intelligence Computer programs Génération automatique de texte Intelligence artificielle ; Logiciels Bischof, Bryan VerfasserIn aut Frye, Charles VerfasserIn aut Husain, Hamel VerfasserIn aut Liu, Jason VerfasserIn aut Shankar, Shreya VerfasserIn aut TUM01 ZDB-30-ORH TUM_PDA_ORH https://learning.oreilly.com/library/view/-/9781098176716/?ar X:ORHE Aggregator lizenzpflichtig Volltext |
| spellingShingle | Yan, Eugene Bischof, Bryan Frye, Charles Husain, Hamel Liu, Jason Shankar, Shreya What we learned from a year of building with LLMs Natural language generation (Computer science) Artificial intelligence Computer programs Génération automatique de texte Intelligence artificielle ; Logiciels |
| title | What we learned from a year of building with LLMs |
| title_auth | What we learned from a year of building with LLMs |
| title_exact_search | What we learned from a year of building with LLMs |
| title_full | What we learned from a year of building with LLMs by Eugene Yan, Bryan Bischof, Charles Frye, Hamel Husain, Jason Liu & Shreya Shankar |
| title_fullStr | What we learned from a year of building with LLMs by Eugene Yan, Bryan Bischof, Charles Frye, Hamel Husain, Jason Liu & Shreya Shankar |
| title_full_unstemmed | What we learned from a year of building with LLMs by Eugene Yan, Bryan Bischof, Charles Frye, Hamel Husain, Jason Liu & Shreya Shankar |
| title_short | What we learned from a year of building with LLMs |
| title_sort | what we learned from a year of building with llms |
| topic | Natural language generation (Computer science) Artificial intelligence Computer programs Génération automatique de texte Intelligence artificielle ; Logiciels |
| topic_facet | Natural language generation (Computer science) Artificial intelligence Computer programs Génération automatique de texte Intelligence artificielle ; Logiciels |
| url | https://learning.oreilly.com/library/view/-/9781098176716/?ar |
| work_keys_str_mv | AT yaneugene whatwelearnedfromayearofbuildingwithllms AT bischofbryan whatwelearnedfromayearofbuildingwithllms AT fryecharles whatwelearnedfromayearofbuildingwithllms AT husainhamel whatwelearnedfromayearofbuildingwithllms AT liujason whatwelearnedfromayearofbuildingwithllms AT shankarshreya whatwelearnedfromayearofbuildingwithllms |