razhangwei

Jinja

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Delimiters:

{{ and }} are used to enclose template actions.

Conditionals:

razhangwei

import torch
import torch.nn as nn
import torch.nn.functional as F

class NF4Quantizer(nn.Module):
    def __init__(self):
        super().__init__()
        self.nf4_values = torch.tensor([
            -1.0, -0.6961928009986877, -0.5250730514526367, -0.39491748809814453,
            -0.28444138169288635, -0.18477343022823334, -0.09105003625154495, 0.0,

razhangwei

1. install with pipx
2. ` pipx run cookiecutter gh:audreyfeldroy/cookiecutter-pypackage`

razhangwei

from pynput import keyboard
from pynput.keyboard import Key, Controller

# For simulating keyboard presses
keyboard_controller = Controller()

def on_press(key):
    try:
        print(f'Alphanumeric key pressed: {key.char}')
    except AttributeError:

razhangwei

import math
import torch
import torch.nn as nn

class RotaryPositionEmbedding(nn.Module):
    """
    Implements Rotary Position Embedding (RoPE) as a PyTorch module.
    
    Args:
        dim (int): Dimension of the embedding (must be even)

razhangwei

• Use .aider.conf.yml
  • to load CONVENTION.md and all reference files.
• put various API keys ~/.env
• preferred models:
  • default: DeepSeek C V2
  • More challenging task: Sonet-3.5
• How to use it for understanding the code
  • /add README and ask
    • "Give me overview of this repo and explain its system design"
• "Show me how the execution flows"

razhangwei

• How to use Pipe?

  • Find one on the website and import it.
  • Configure the Valves (paramters), usually just the API key is needed.
  • The Pipe's corresponding model will show up in the model list.

• Add models

  • Add openrouter api in connection and manually add models so that the default list didn't overwelme
  • Add gemini api in the conneciton, but the model list won't be loaded correctly, so it also needs to manually add models (open-webui/open-webui#8445)

razhangwei

• API keys
• Lepton: 3RPT8lpHOSQSvxPrv1wPyBGxPCCKo80L

razhangwei

Self-hosted Livesync:

• paraphrase: test
• second brain: `obsidian://setuplivesync?settings=%25a4ecc585a55dc1bb885c4b5c650300003837ca8917e2f08d2fc9f06bfe4fa6afFq3qrQffg6yQvnZIemt8cAm%2BfKxsbPJjgmAuHdG8kHG6tNwwPxWGQfFLaXytgVlZoBRe132Ud%2Ba3OxSfWSeeIGfUJeJ6RfBW2lKDTGXb%2F9WMq4TAS6I6jHm1lwW0HrBZ55WHUaDIcQ9NipZCqDUgMtB4N1NDtb59qNyJ6SHqnF2IgWKDxeRa6kdHacRcCJMT5MHhUhmonPxQOUWQJth6zx78dMRH%2FO24%2B4xlkQSVGlgzYSWPYixs0HrNprwh5MV86AzJ2xRJW8CziigIqIm75u%2B648IYwFefyH2XyWjkQO2erb%2FVaEsu4oKqYvhXbYsOp%2Bu3tthXh%2BTLIZMcPf8XuYunAzEJbnMztN8fT17JN0Ju4HaIolE2YwmmO%2FiuqfNFgx602zBW%2Be2aR1xxlIhykHNx7zJpcWtGeSIV3Li15hf%2FXxCd56w%2Bu7q7rcmwkMyWsj1B4T7AlunkFaQRWJyrBXNCVhMPzMTZ6pjmK%2BvgI9PmudxmuBiePvT1iMWL1C2gCJsOPXvYQF34Dhg%2BRXmryAfaQ84ZQd046tCuZ7nGGa3XM3oICAhng1gyFvXIULTEX8WdrDvDA%2BNyYwPv%2BX2Diczpb8ecMiFfNj05vwAe8VY5nLu5iZFIOgv8yLC7PXoMR0pxsRHp%2FjEGxTCcOkDRDwC8inOQHpWNmolx%2BqvDkyl6mxi%2BkjPrReR%2B17VS0HDBtdhJc6F1vH5I3LKfK5pRjz4QUNtLwWhFv9vPkjPGs7N6ndhkOnjjbdFyp%2BcXzYsG2b7SS7%2Bz34umlSV2k3%2FeA9%2F%2BPzuBNA5qBAE5p26YA1

razhangwei

arp      = ip neigh
ifconfig = ip addr
route    = ip route
netstat  = ss

ip addr show name

# Create MacVLan
ip link add mac0 link ens18 type macvlan mode bridge
ip addr add 192.168.0.94/27 dev mac0  # it needs to be subnet of the original macvlan