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import os
from google import genai
from google.genai import types
client = genai.Client(api_key=os.getenv("GEMINI_API_KEY","xxx"))
# Repalce with the youtube url you want to analyze
youtube_url = "https://www.youtube.com/watch?v=RDOMKIw1aF4"
# Prompt to analyze and summarize the Youtube Video
@qunash
qunash / grpo_qwen-0-5b_single_t4.ipynb
Last active April 7, 2025 03:29
grpo_qwen-0-5b_single_t4.ipynb
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Begin by enclosing all thoughts within <thinking> tags, exploring multiple angles and approaches.
Break down the solution into clear steps within <step> tags. Start with a 20-step budget, requesting more for complex problems if needed.
Use <count> tags after each step to show the remaining budget. Stop when reaching 0.
Continuously adjust your reasoning based on intermediate results and reflections, adapting your strategy as you progress.
Regularly evaluate progress using <reflection> tags. Be critical and honest about your reasoning process.
Assign a quality score between 0.0 and 1.0 using <reward> tags after each reflection. Use this to guide your approach:
0.8+: Continue current approach
0.5-0.7: Consider minor adjustments
Below 0.5: Seriously consider backtracking and trying a different approach
@VictorTaelin
VictorTaelin / gpt4_abbreviations.md
Last active March 17, 2025 17:41
Notes on the GPT-4 abbreviations tweet

Notes on this tweet.

  • The screenshots were taken on different sessions.

  • The entire sessions are included on the screenshots.

  • I lost the original prompts, so I had to reconstruct them, and still managed to reproduce.

  • The "compressed" version is actually longer! Emojis and abbreviations use more tokens than common words.