[ WebToolTip.com ] Udemy - LLM Reinforcement Learning Fine-Tuning DeepSeek Method GRPO

File Name

Size

Get Bonus Downloads Here.url

180 B

~Get Your Files Here !/1 - Introduction/1. Introduction.mp4

11 MB

~Get Your Files Here !/1 - Introduction/2. Course Content Introduction.mp4

48 MB

~Get Your Files Here !/1 - Introduction/3. Jupyter Notebooks.html

5.4 kB

~Get Your Files Here !/1 - Introduction/Notebooks 2/Bolum_(Section)_1.ipynb

465 kB

~Get Your Files Here !/1 - Introduction/Notebooks 2/Bolum_(Section)_3_DPO.ipynb

259 kB

~Get Your Files Here !/1 - Introduction/Notebooks 2/Bolum_(Section)_4_GRPO_.ipynb

624 kB

~Get Your Files Here !/1 - Introduction/Notebooks 2/Bolum_(Section)__2.ipynb

208 kB

~Get Your Files Here !/1 - Introduction/Notebooks 2/DS_Store

6.0 kB

~Get Your Files Here !/1 - Introduction/Notebooks 2/Quantization.ipynb

82 kB

~Get Your Files Here !/1 - Introduction/Notebooks 2/Thinking__(REASONING)_model.ipynb

55 kB

~Get Your Files Here !/1 - Introduction/__MACOSX/Notebooks 2/_.DS_Store

120 B

~Get Your Files Here !/1 - Introduction/__MACOSX/Notebooks 2/_Bolum_(Section)_1.ipynb

696 B

~Get Your Files Here !/1 - Introduction/__MACOSX/Notebooks 2/_Bolum_(Section)_3_DPO.ipynb

411 B

~Get Your Files Here !/1 - Introduction/__MACOSX/Notebooks 2/_Bolum_(Section)_4_GRPO_.ipynb

497 B

~Get Your Files Here !/1 - Introduction/__MACOSX/Notebooks 2/_Bolum_(Section)__2.ipynb

212 B

~Get Your Files Here !/1 - Introduction/__MACOSX/Notebooks 2/_Quantization.ipynb

392 B

~Get Your Files Here !/1 - Introduction/__MACOSX/Notebooks 2/_Thinking__(REASONING)_model.ipynb

212 B

~Get Your Files Here !/2 - Quantization, LoRA, SFT, Data Collator, Data Preparation…/10. Preparing Dataset, Chat Template, and Integrating Custom Tokens.en_US.srt

13 kB

~Get Your Files Here !/2 - Quantization, LoRA, SFT, Data Collator, Data Preparation…/10. Preparing Dataset, Chat Template, and Integrating Custom Tokens.mp4

146 MB

~Get Your Files Here !/2 - Quantization, LoRA, SFT, Data Collator, Data Preparation…/11. Continuing Dataset Preparation and Tokenization.en_US.srt

5.6 kB

~Get Your Files Here !/2 - Quantization, LoRA, SFT, Data Collator, Data Preparation…/11. Continuing Dataset Preparation and Tokenization.mp4

47 MB

~Get Your Files Here !/2 - Quantization, LoRA, SFT, Data Collator, Data Preparation…/12. What is a Data Collator How Does It Work Practical Example.en_US.srt

9.1 kB

~Get Your Files Here !/2 - Quantization, LoRA, SFT, Data Collator, Data Preparation…/12. What is a Data Collator How Does It Work Practical Example.mp4

85 MB

~Get Your Files Here !/2 - Quantization, LoRA, SFT, Data Collator, Data Preparation…/13. What is LoRA Why Use It.en_US.srt

3.4 kB

~Get Your Files Here !/2 - Quantization, LoRA, SFT, Data Collator, Data Preparation…/13. What is LoRA Why Use It.mp4

17 MB

~Get Your Files Here !/2 - Quantization, LoRA, SFT, Data Collator, Data Preparation…/14. Integrating LoRA Matrices into the Model.en_US.srt

7.6 kB

~Get Your Files Here !/2 - Quantization, LoRA, SFT, Data Collator, Data Preparation…/14. Integrating LoRA Matrices into the Model.mp4

38 MB

~Get Your Files Here !/2 - Quantization, LoRA, SFT, Data Collator, Data Preparation…/15. Setting Training Arguments (Training Hyperparameters).en_US.srt

9.8 kB

~Get Your Files Here !/2 - Quantization, LoRA, SFT, Data Collator, Data Preparation…/15. Setting Training Arguments (Training Hyperparameters).mp4

32 MB

~Get Your Files Here !/2 - Quantization, LoRA, SFT, Data Collator, Data Preparation…/16. Setting Trainer, Starting Training, and Evaluating Results.en_US.srt

3.9 kB

~Get Your Files Here !/2 - Quantization, LoRA, SFT, Data Collator, Data Preparation…/16. Setting Trainer, Starting Training, and Evaluating Results.mp4

21 MB

~Get Your Files Here !/2 - Quantization, LoRA, SFT, Data Collator, Data Preparation…/17. Merging Trained LoRA Matrices with the Model.en_US.srt

6.8 kB

~Get Your Files Here !/2 - Quantization, LoRA, SFT, Data Collator, Data Preparation…/17. Merging Trained LoRA Matrices with the Model.mp4

51 MB

~Get Your Files Here !/2 - Quantization, LoRA, SFT, Data Collator, Data Preparation…/18. Uploading Model on Hugging Face and Using it.en_US.srt

5.7 kB

~Get Your Files Here !/2 - Quantization, LoRA, SFT, Data Collator, Data Preparation…/18. Uploading Model on Hugging Face and Using it.mp4

49 MB

~Get Your Files Here !/2 - Quantization, LoRA, SFT, Data Collator, Data Preparation…/19. Hyperparameters Affecting the Outputs.en_US.srt

6.5 kB

~Get Your Files Here !/2 - Quantization, LoRA, SFT, Data Collator, Data Preparation…/19. Hyperparameters Affecting the Outputs.mp4

30 MB

~Get Your Files Here !/2 - Quantization, LoRA, SFT, Data Collator, Data Preparation…/4. Quantization.ipynb.bin

82 kB

~Get Your Files Here !/2 - Quantization, LoRA, SFT, Data Collator, Data Preparation…/4. What is Quantization How does it affect model size and parameters.en_US.srt

4.9 kB

~Get Your Files Here !/2 - Quantization, LoRA, SFT, Data Collator, Data Preparation…/4. What is Quantization How does it affect model size and parameters.mp4

40 MB

~Get Your Files Here !/2 - Quantization, LoRA, SFT, Data Collator, Data Preparation…/5. Create a Hugging Face Account and Get a Token.en_US.srt

5.0 kB

~Get Your Files Here !/2 - Quantization, LoRA, SFT, Data Collator, Data Preparation…/5. Create a Hugging Face Account and Get a Token.mp4

35 MB

~Get Your Files Here !/2 - Quantization, LoRA, SFT, Data Collator, Data Preparation…/6. Create a Colab Notebook and Get Familiar with the Libraries.en_US.srt

4.7 kB

~Get Your Files Here !/2 - Quantization, LoRA, SFT, Data Collator, Data Preparation…/6. Create a Colab Notebook and Get Familiar with the Libraries.mp4

15 MB

~Get Your Files Here !/2 - Quantization, LoRA, SFT, Data Collator, Data Preparation…/7. Bolum_(Section)_1.ipynb.bin

465 kB

~Get Your Files Here !/2 - Quantization, LoRA, SFT, Data Collator, Data Preparation…/7. Download the Model with Quantization.en_US.srt

6.8 kB

~Get Your Files Here !/2 - Quantization, LoRA, SFT, Data Collator, Data Preparation…/7. Download the Model with Quantization.mp4

28 MB

~Get Your Files Here !/2 - Quantization, LoRA, SFT, Data Collator, Data Preparation…/8. Bolum_(Section)_1.ipynb.bin

465 kB

~Get Your Files Here !/2 - Quantization, LoRA, SFT, Data Collator, Data Preparation…/8. Differences Between Base and Instruct Models.en_US.srt

8.5 kB

~Get Your Files Here !/2 - Quantization, LoRA, SFT, Data Collator, Data Preparation…/8. Differences Between Base and Instruct Models.mp4

78 MB

~Get Your Files Here !/2 - Quantization, LoRA, SFT, Data Collator, Data Preparation…/9. Download and Examine the Dataset.en_US.srt

4.7 kB

~Get Your Files Here !/2 - Quantization, LoRA, SFT, Data Collator, Data Preparation…/9. Download and Examine the Dataset.mp4

19 MB

~Get Your Files Here !/3 - Adding New Tokens and Creating Templates for the Tokenizer/20. Bolum_(Section)__2.ipynb.bin

208 kB

~Get Your Files Here !/3 - Adding New Tokens and Creating Templates for the Tokenizer/20. Download the Model and Tokenizer.en_US.srt

4.6 kB

~Get Your Files Here !/3 - Adding New Tokens and Creating Templates for the Tokenizer/20. Download the Model and Tokenizer.mp4

37 MB

~Get Your Files Here !/3 - Adding New Tokens and Creating Templates for the Tokenizer/21. Adding New Custom Tokens to the Tokenizer.en_US.srt

8.0 kB

~Get Your Files Here !/3 - Adding New Tokens and Creating Templates for the Tokenizer/21. Adding New Custom Tokens to the Tokenizer.mp4

31 MB

~Get Your Files Here !/3 - Adding New Tokens and Creating Templates for the Tokenizer/22. Creating Templates with New Custom Tokens and Integrating Them into the Dataset.en_US.srt

7.7 kB

~Get Your Files Here !/3 - Adding New Tokens and Creating Templates for the Tokenizer/22. Creating Templates with New Custom Tokens and Integrating Them into the Dataset.mp4

29 MB

~Get Your Files Here !/4 - DPO (Direct Preference Optimization)/23. Bolum_(Section)_3_DPO.ipynb.bin

259 kB

~Get Your Files Here !/4 - DPO (Direct Preference Optimization)/23. What is DPO What Data Format Does It Expect.en_US.srt

7.5 kB

~Get Your Files Here !/4 - DPO (Direct Preference Optimization)/23. What is DPO What Data Format Does It Expect.mp4

43 MB

~Get Your Files Here !/4 - DPO (Direct Preference Optimization)/24. Bolum_(Section)_3_DPO.ipynb.bin

259 kB

~Get Your Files Here !/4 - DPO (Direct Preference Optimization)/24. Downloading Model & Understanding How the DPO Data Collator do Padding.en_US.srt

7.1 kB

~Get Your Files Here !/4 - DPO (Direct Preference Optimization)/24. Downloading Model & Understanding How the DPO Data Collator do Padding.mp4

45 MB

~Get Your Files Here !/4 - DPO (Direct Preference Optimization)/25. Preparing the Dataset for DPO.en_US.srt

11 kB

~Get Your Files Here !/4 - DPO (Direct Preference Optimization)/25. Preparing the Dataset for DPO.mp4

84 MB

~Get Your Files Here !/4 - DPO (Direct Preference Optimization)/26. Adding LoRA Matrices to the Model.en_US.srt

3.8 kB

~Get Your Files Here !/4 - DPO (Direct Preference Optimization)/26. Adding LoRA Matrices to the Model.mp4

19 MB

~Get Your Files Here !/4 - DPO (Direct Preference Optimization)/27. Setting Training Arguments (with DPOConfig).en_US.srt

5.4 kB

~Get Your Files Here !/4 - DPO (Direct Preference Optimization)/27. Setting Training Arguments (with DPOConfig).mp4

13 MB

~Get Your Files Here !/4 - DPO (Direct Preference Optimization)/28. Training the Model and Merging the LoRA Matrices.en_US.srt

6.9 kB

~Get Your Files Here !/4 - DPO (Direct Preference Optimization)/28. Training the Model and Merging the LoRA Matrices.mp4

50 MB

~Get Your Files Here !/5 - GRPO (Group Relative Policy Optimization) Reinforcement Learning/29. Bolum_(Section)_4_GRPO_.ipynb.bin

624 kB

~Get Your Files Here !/5 - GRPO (Group Relative Policy Optimization) Reinforcement Learning/29. Thinking__(REASONING)_model.ipynb.bin

55 kB

~Get Your Files Here !/5 - GRPO (Group Relative Policy Optimization) Reinforcement Learning/29. What is a “Reasoning” Model How Does It Work.en_US.srt

5.0 kB

~Get Your Files Here !/5 - GRPO (Group Relative Policy Optimization) Reinforcement Learning/29. What is a “Reasoning” Model How Does It Work.mp4

56 MB

~Get Your Files Here !/5 - GRPO (Group Relative Policy Optimization) Reinforcement Learning/30. What is GRPO How Is It Applied.en_US.srt

4.9 kB

~Get Your Files Here !/5 - GRPO (Group Relative Policy Optimization) Reinforcement Learning/30. What is GRPO How Is It Applied.mp4

21 MB

~Get Your Files Here !/5 - GRPO (Group Relative Policy Optimization) Reinforcement Learning/31. Bolum_(Section)_4_GRPO_.ipynb.bin

624 kB

~Get Your Files Here !/5 - GRPO (Group Relative Policy Optimization) Reinforcement Learning/31. What are Unsloth and VLLM + Download the Model.en_US.srt

6.9 kB

~Get Your Files Here !/5 - GRPO (Group Relative Policy Optimization) Reinforcement Learning/31. What are Unsloth and VLLM + Download the Model.mp4

63 MB

~Get Your Files Here !/5 - GRPO (Group Relative Policy Optimization) Reinforcement Learning/32. Examining the Dataset and Initial Preparation Steps.en_US.srt

7.6 kB

~Get Your Files Here !/5 - GRPO (Group Relative Policy Optimization) Reinforcement Learning/32. Examining the Dataset and Initial Preparation Steps.mp4

54 MB

~Get Your Files Here !/5 - GRPO (Group Relative Policy Optimization) Reinforcement Learning/33. Extracting Specific Parts of Data Regex and Group Operations.en_US.srt

14 kB

~Get Your Files Here !/5 - GRPO (Group Relative Policy Optimization) Reinforcement Learning/33. Extracting Specific Parts of Data Regex and Group Operations.mp4

50 MB

~Get Your Files Here !/5 - GRPO (Group Relative Policy Optimization) Reinforcement Learning/34. In Which Format is Data Sent to Reward Functions.en_US.srt

7.0 kB

~Get Your Files Here !/5 - GRPO (Group Relative Policy Optimization) Reinforcement Learning/34. In Which Format is Data Sent to Reward Functions.mp4

89 MB

~Get Your Files Here !/5 - GRPO (Group Relative Policy Optimization) Reinforcement Learning/35. 1st Reward Function.en_US.srt

13 kB

~Get Your Files Here !/5 - GRPO (Group Relative Policy Optimization) Reinforcement Learning/35. 1st Reward Function.mp4

64 MB

~Get Your Files Here !/5 - GRPO (Group Relative Policy Optimization) Reinforcement Learning/36. 2nd Reward Function.en_US.srt

12 kB

~Get Your Files Here !/5 - GRPO (Group Relative Policy Optimization) Reinforcement Learning/36. 2nd Reward Function.mp4

73 MB

~Get Your Files Here !/5 - GRPO (Group Relative Policy Optimization) Reinforcement Learning/37. 3rd Reward Function.en_US.srt

11 kB

~Get Your Files Here !/5 - GRPO (Group Relative Policy Optimization) Reinforcement Learning/37. 3rd Reward Function.mp4

78 MB

~Get Your Files Here !/5 - GRPO (Group Relative Policy Optimization) Reinforcement Learning/38. 4th Reward Function.en_US.srt

7.2 kB

~Get Your Files Here !/5 - GRPO (Group Relative Policy Optimization) Reinforcement Learning/38. 4th Reward Function.mp4

27 MB

~Get Your Files Here !/5 - GRPO (Group Relative Policy Optimization) Reinforcement Learning/39. Training Hyperparameters (with GRPO Config).en_US.srt

8.3 kB

~Get Your Files Here !/5 - GRPO (Group Relative Policy Optimization) Reinforcement Learning/39. Training Hyperparameters (with GRPO Config).mp4

61 MB

~Get Your Files Here !/5 - GRPO (Group Relative Policy Optimization) Reinforcement Learning/40. Trainer Object and Training Process.en_US.srt

2.6 kB

~Get Your Files Here !/5 - GRPO (Group Relative Policy Optimization) Reinforcement Learning/40. Trainer Object and Training Process.mp4

12 MB

~Get Your Files Here !/5 - GRPO (Group Relative Policy Optimization) Reinforcement Learning/41. Results Table Rewards and Sample Outputs.en_US.srt

4.3 kB

~Get Your Files Here !/5 - GRPO (Group Relative Policy Optimization) Reinforcement Learning/41. Results Table Rewards and Sample Outputs.mp4

78 MB

~Get Your Files Here !/5 - GRPO (Group Relative Policy Optimization) Reinforcement Learning/42. BONUS_New_GRPO_Notebook.html

7.1 kB

~Get Your Files Here !/5 - GRPO (Group Relative Policy Optimization) Reinforcement Learning/42. SFT_GRPO_Training.ipynb.bin

10 MB

~Get Your Files Here !/6 - BONUS_New_GRPO_Notebook/43. BONUS_New_GRPO_Notebook.html

7.1 kB

~Get Your Files Here !/6 - BONUS_New_GRPO_Notebook/43. SFT_GRPO_Training.ipynb.bin

10 MB

~Get Your Files Here !/Bonus Resources.txt

70 B