willccbb

# train_grpo.py
#
# See https://github.com/willccbb/verifiers for ongoing developments
#
import re
import torch
from datasets import load_dataset, Dataset
from transformers import AutoTokenizer, AutoModelForCausalLM
from peft import LoraConfig
from trl import GRPOConfig, GRPOTrainer

dabrahams

/// A repository of functionality depending on the conformances of `Model`.
///
/// Conditional conformances provide implementation functions that take a
/// generic argument type with the safe assumption that the argument's concrete
/// type is `Model`.
struct Dispatch<Model> {
  /// Returns `f(a as! Model) as! R1`
  ///
  /// Used by implementation functions to avoid the clutter of casting
  /// explicitly.

prachigauriar

extension Binding where Value == Double {
    /// Returns a new version of the binding that scales the value logarithmically using the specified base. That is,
    /// when getting the value, `log_b(value)` is returned; when setting it, the new value is `pow(base, newValue)`.
    ///
    /// - Parameter base: The base to use.
    func logarithmic(base: Double = 10) -> Binding<Double> {
        Binding(
            get: {
                log10(self.wrappedValue) / log10(base)
            },

victor-shepardson

from contextlib import contextmanager
import numpy as np
import torch
from torch import Tensor, ByteTensor
import torch.nn.functional as F
from torch.autograd import Variable
import pycuda.driver
from pycuda.gl import graphics_map_flags
from glumpy import app, gloo, gl

gbaman

Setting up Pi Zero OTG - The quick way (No USB keyboard, mouse, HDMI monitor needed)

More details - http://blog.gbaman.info/?p=791

For this method, alongside your Pi Zero, MicroUSB cable and MicroSD card, only an additional computer is required, which can be running Windows (with Bonjour, iTunes or Quicktime installed), Mac OS or Linux (with Avahi Daemon installed, for example Ubuntu has it built in).
1. Flash Raspbian Jessie full or Raspbian Jessie Lite onto the SD card.
2. Once Raspbian is flashed, open up the boot partition (in Windows Explorer, Finder etc) and add to the bottom of the config.txt file dtoverlay=dwc2 on a new line, then save the file.
3. If using a recent release of Jessie (Dec 2016 onwards), then create a new file simply called ssh in the SD card as well. By default SSH i

markoa

#!/usr/bin/env ruby

# Input: WordPress XML export file.
# Outputs: a series of Textile files ready to be included in a Jekyll site,
# and comments.yml which contains all approved comments with metadata which
# can be used for a Disqus import.

require 'rubygems'
require 'hpricot'
require 'clothred'