Hope Ogbons
95a3766d85
Add data cleaning utilities for dataset preparation
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This commit introduces a new Python module, data_cleaner.py, which provides functions for cleaning and preparing datasets for fine-tuning. The module includes a method to clean datasets based on text length and balance class distributions, as well as a function to analyze label distributions. These utilities enhance the data preprocessing capabilities for the application.
2025-10-31 03:20:08 +01:00
Hope Ogbons
3414454f43
Add classifier testing framework for Banking Intent Model
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This commit introduces a new Python module, classifier_tester.py, which provides a testing framework for evaluating the accuracy of classification models on intent classification tasks. The module includes methods for running tests on individual data points, reporting metrics, and visualizing confusion pairs, enhancing the overall testing capabilities for the Banking77 application.
2025-10-31 03:19:59 +01:00
Hope Ogbons
8368944a43
Add banking intents mapping module
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This commit introduces a new Python module, banking_intents.py, which maps intent labels (0-76) to their corresponding intent names for the Banking77 application. The module includes functions to retrieve intent names by label and vice versa, along with a utility to display all intents. This addition enhances the application's ability to handle various banking-related queries effectively.
2025-10-31 03:19:49 +01:00
Ed Donner
f814b77817
Merge pull request #873 from TheTopDeveloper/community-contributions-branch
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Add Week 6 finetuning solution with pickle data and enhanced modules- Joshua Oluoch (Gen AI Bootcamp)
2025-10-30 21:59:07 -04:00
The Top Dev
a20b9b1bce
Merge branch 'main' of https://github.com/TheTopDeveloper/llm_engineering into community-contributions-branch
2025-10-30 00:10:51 +03:00
KB
52f15c6a63
Merge branch 'kwabena_bootcamp' of https://github.com/kbaah/llm_engineering into kwabena_bootcamp
2025-10-29 09:23:12 -04:00
KB
46e893a224
clear output
2025-10-29 09:23:07 -04:00
KB
ea648348f5
kwabena_bootcamp_week6
2025-10-29 09:22:49 -04:00
The Top Dev
b832a5ee51
Add Week 6 finetuning solution: Clean implementation with pickle data
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- Added Week6_Product_Pricer_Clean.ipynb with complete fine-tuning pipeline
- Added enhanced_items.py and testing.py modules for Windows compatibility
- Added train.pkl, test.pkl, validation.pkl data files (250 items total)
- Implements OpenAI fine-tuning with enhanced prompts
- Includes comprehensive evaluation and comparison framework
- Ready for submission and grading
2025-10-29 05:29:54 +03:00
Ed Donner
81aabda614
Merge pull request #882 from ranskills/week6-fine-tuning-with-openai
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Bootcamp(Ransford): Week 6 - Supervised fine-tuning with OpenAI
2025-10-28 19:59:34 -04:00
Ed Donner
7d78f0c362
Merge pull request #879 from muthash/stephen/week6-exercise
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[Bootcamp] Week 6 Fine-tuning Exercise (Stephen)
2025-10-28 19:55:59 -04:00
Ed Donner
3c8dfcedfe
Merge pull request #838 from iamumarjaved/WEEK6-DAY5
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Fine Tuning Task
2025-10-28 19:43:36 -04:00
Ransford Okpoti
4f67d02d89
fix: Google Colab downloaded notebook has some size to it
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NOTE: Clear outputs before downloading
2025-10-28 22:01:32 +00:00
Ransford Okpoti
3e0d6de0e1
supervised fine-tuning with openai
2025-10-28 21:30:59 +00:00
muthama
384fde1c49
Add week 6 exercise
2025-10-28 20:27:23 +03:00
Umar Javed
512821511f
changes to prompt, hyperparameters
2025-10-28 12:01:47 +05:00
Umar Javed
42b2db426e
changes to prompt, hyperparameters
2025-10-28 12:00:11 +05:00
Ed Donner
2faaba64a2
Merge pull request #867 from chimwemwekachaje/main
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Added Week 6 Andela GenAI Bootcamp exercise
2025-10-27 22:58:07 -04:00
Ed Donner
775a3a49b2
Merge pull request #861 from solisoma/solisoma-week6
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Solisoma week6
2025-10-27 22:52:56 -04:00
unknown
d521cdcf41
Bootcamp: Solisoma(Updated to use the test_lite.pkl
2025-10-28 02:49:35 +01:00
Chimwemwe Kachaje
2f2a850f7c
Added Week 6 Andela GenAI Bootcamp exercise
2025-10-27 22:20:21 +02:00
Tochi-Nwachukwu
54d7ffce6d
[Bug Fix] - Fixed the overfitting bug - issue was with the messages_for_function()
2025-10-27 16:56:34 +01:00
Umar Javed
2eeaa0721b
improved results
2025-10-27 20:46:00 +05:00
Umar Javed
65fe53836f
bugs and fixes
2025-10-27 17:08:49 +05:00
unknown
27e9045e92
Merge branch 'main' of https://github.com/ed-donner/llm_engineering into solisoma-week6
2025-10-27 12:20:41 +01:00
unknown
b628f2d1b9
Bootcamp:Solisoma(week-6 assesment: trained gpt-4o-mini)
2025-10-27 12:20:28 +01:00
Tochi Nwachukwu
3081100dc9
Merge branch 'ed-donner:main' into main
2025-10-27 07:55:23 +01:00
Tochi-Nwachukwu
263d9a69fa
Submission for Week 6 Exercise
2025-10-27 07:53:59 +01:00
Nik
de194cd82c
Commiting W6 Finetuning run files.
2025-10-27 00:37:20 +05:30
Nik
beacdf756c
Copy base notebook.
2025-10-26 22:11:51 +05:30
Umar Javed
a8c8889441
Fine Tuning Task
2025-10-26 14:36:27 +05:00
Ed Donner
48076f9d39
Merge pull request #833 from bharat109puri/main
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Assignment : Week 6 by Bharat Puri
2025-10-25 14:36:34 -04:00
Ed Donner
2857057a3b
Merge pull request #832 from CosmusMutuku/week4-exercise
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Week_6_Exercise
2025-10-25 14:12:57 -04:00
Ed Donner
29c864f36f
Merge pull request #827 from javieroteromarquez/jom/week6
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Added Exercise week6
2025-10-25 14:07:10 -04:00
Bharat Puri
4d8988c98b
clear cell output
2025-10-25 23:34:43 +05:30
Bharat Puri
418d8d4d0d
remove test files
2025-10-25 23:32:19 +05:30
Bharat Puri
d359452549
worked on simulation mode and concept of fine tunning
2025-10-25 23:30:57 +05:30
Bharat Puri
c9ce0d83de
worked on simulation mode and concept of fine tunning
2025-10-25 23:30:34 +05:30
Ed Donner
c0dcdb6041
Merge pull request #743 from mihaly-hazag/w6_d4_sonnet_fix
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The model 'claude-3-5-sonnet-20240620' is deprecated
2025-10-25 13:46:19 -04:00
Cosmus Mutuku
9019fe1562
Week_6_Exercise
2025-10-25 15:05:16 +03:00
unknown
178be348b1
Added Exercise week6
2025-10-24 17:45:28 +02:00
Dmitry Kisselev
4d6e4fcf47
no output
2025-10-24 01:42:17 -07:00
Dmitry Kisselev
438a788f1b
Newmodel
2025-10-24 01:41:07 -07:00
Dmitry Kisselev
7ff0da5994
Initial commit for wk6
2025-10-23 19:18:49 -07:00
Mihály Hazag
8b29b08310
Fix formatting in day4.ipynb for consistency
2025-10-19 21:35:22 +13:00
misi
d81c05da16
The model 'claude-3-5-sonnet-20240620' is deprecated and will reach end-of-life on October 22, 2025., giving error message of using it.
2025-10-19 21:26:04 +13:00
Carlos Bazaga
c663379828
Update Week 6 Day 5 Notebook to make use of WandB sync.
2025-08-12 01:41:37 +02:00
aaron-official
7647b012c0
some week 6 improvement suggestion
2025-07-24 12:34:37 +03:00
Edward Donner
a10872469d
Minor updates including pinning datasets version
2025-07-12 15:26:07 -04:00
lisekarimi
d0786c368a
Clean up notebook to reduce file sizes
2025-06-07 05:47:51 +02:00
