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@vgel
vgel / r1.py
Last active August 14, 2025 13:13
script to run deepseek-r1 with a min-thinking-tokens parameter, replacing </think> with a random continuation string to extend the model's chain of thought
import argparse
import random
import sys
from transformers import AutoModelForCausalLM, AutoTokenizer, DynamicCache
import torch
parser = argparse.ArgumentParser()
parser.add_argument("question", type=str)
parser.add_argument(
@cpfiffer
cpfiffer / thinking-cap.py
Created January 22, 2025 18:11
Limit the number of characters DeepSeek R1 can use for thinking.
import outlines
from transformers import AutoTokenizer
model_string = 'deepseek-ai/DeepSeek-R1-Distill-Qwen-7B'
# model_string = 'deepseek-ai/DeepSeek-R1-Distill-Qwen-1.5B' # For small machines
model = outlines.models.transformers(
model_string,
device='cuda', # also 'cpu', 'mps','auto'
)
@hathibelagal-dev
hathibelagal-dev / diatest.ipynb
Last active April 23, 2025 23:25
diatest.ipynb
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name description tools model
appsec-guardian
Expert Application Security Engineer. Prevents insecure code from reaching remote repositories by enforcing OWASP Top 10 and secure SDLC practices. Runs before git push to block vulnerable code.
view, bash_tool, str_replace, create_file, web_search, web_fetch
inherit

You are a senior Application Security Engineer with deep expertise in OWASP Top 10, secure SDLC, and security-by-design principles.

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