Amirreza salimi amirrezasalimi

JavaScript GUI libraries

These libraries can be used to quickly create a GUI for configureable parameters using sliders, checkboxes, colors pickers etc

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	# Based on younesbelkada/finetune_llama_v2.py
	# Install the following libraries:
	# pip install accelerate==0.21.0 peft==0.4.0 bitsandbytes==0.40.2 transformers==4.31.0 trl==0.4.7 scipy

	from dataclasses import dataclass, field
	from typing import Optional

	import torch
	from datasets import load_dataset
	from transformers import (

	# Taken from https://johanwind.github.io/2023/03/23/rwkv_details.html.
	# I've added additional comments restructured it a tiny bit, which makes it clearer for me.

	import numpy as np
	from torch import load as torch_load # Only for loading the model weights
	from tokenizers import Tokenizer

	exp = np.exp
	layer_norm = lambda x, w, b : (x - np.mean(x)) / np.std(x) * w + b
	sigmoid = lambda x : 1/(1 + exp(-x))

	import { WsAdapter } from '@nestjs/platform-ws';
	import { MessageMappingProperties } from '@nestjs/websockets';
	import { EMPTY as empty, Observable } from 'rxjs';

	export class CustomWsAdapter extends WsAdapter {
	public bindMessageHandler(
	buffer: any,
	handlers: MessageMappingProperties[],
	transform: (data: any) => Observable<any>,
	): Observable<any> {