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🦥 Finetuning Sessions
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From Finetuning to Deployment in One Live Session
The grand finale of the Finetuning Sessions!
Apr 6
•
Miguel Otero Pedrido
and
Antonio Zarauz Moreno
24
1
2
56:33
Run the World's Best OCR on Your Own Laptop
Finetuning Sessions · Lab 8 / 8
Apr 3
•
Miguel Otero Pedrido
and
Antonio Zarauz Moreno
71
2
6
A Practical Guide to LLM Inference at Scale
Finetuning Sessions · Lesson 8 / 8
Apr 1
•
Miguel Otero Pedrido
and
Antonio Zarauz Moreno
96
5
11
The Builder's Guide to Multimodal Finetuning (Vision + TTS)
Finetuning Sessions · Lab 7 / 8
Mar 27
•
Miguel Otero Pedrido
and
Antonio Zarauz Moreno
24
4
Beyond Text: A Guide to Vision & TTS Finetuning
Finetuning Sessions · Lesson 7 / 8
Mar 25
•
Miguel Otero Pedrido
and
Antonio Zarauz Moreno
21
4
Finetuning Sessions – Week 6 Office Hours
Reward Functions, Reward Hacking & GRPO Variants (DAPO, GSPO, Dr. GRPO)
Mar 23
•
Miguel Otero Pedrido
and
Antonio Zarauz Moreno
11
1
1:08:33
Training a Reasoning Model on Consumer Hardware with GRPO and vLLM
Finetuning Sessions · Lab 6 / 8
Mar 20
•
Miguel Otero Pedrido
and
Antonio Zarauz Moreno
20
1
4
The RL Algorithm Behind DeepSeek's Reasoning Models
Finetuning Sessions · Lesson 6 / 8
Mar 18
•
Miguel Otero Pedrido
and
Antonio Zarauz Moreno
20
3
Finetuning Sessions – Week 5 Office Hours
RL for LLM Alignment with PPO, DPO & KTO
Mar 16
•
Miguel Otero Pedrido
and
Antonio Zarauz Moreno
6
1
45:24
KTO for Real-World LLM Alignment - A Hands-On Guide
Finetuning Sessions · Lab 5 / 8
Mar 13
•
Miguel Otero Pedrido
and
Antonio Zarauz Moreno
17
5
The RLHF Landscape - Aligning LLMs Beyond SFT
Finetuning Sessions · Lesson 5 / 8
Mar 11
•
Miguel Otero Pedrido
and
Antonio Zarauz Moreno
21
4
Finetuning Sessions – Week 4 Office Hours
Covering QLoRA, GPU memory and quantization techniques
Mar 9
•
Miguel Otero Pedrido
and
Antonio Zarauz Moreno
10
1
52:06
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