recoilme

import webdataset as wds
from PIL import Image
import io
import json
import time

import cv2
import numpy as np
from PIL import Image

recoilme

import os
import shutil
import zlib
import zipfile

import cv2
import numpy as np
from PIL import Image

def downscale_image_by(image, max_size,x=64):

recoilme

from diffusers import AutoencoderTiny, AutoencoderKL
import torch
import torchvision.transforms.functional as TF
from PIL import Image

#taesd3 = AutoencoderTiny.from_pretrained(
#    "madebyollin/taesd3", torch_dtype=torch.float16
#).to("cuda")
sd3_vae = AutoencoderKL.from_pretrained(
    "AuraDiffusion/16ch-vae",

recoilme

from http.server import BaseHTTPRequestHandler, HTTPServer
import io
import torch, gc
import base64
import json
import numpy as np
from PIL import Image
from datetime import datetime
import time

recoilme

import cv2
import glob
import numpy as np
import os
import torch

#download: https://github.com/xinntao/ESRGAN/blob/master/RRDBNet_arch.py
import RRDBNet_arch as arch

model_path = '/home/recoilme/forge/models/ESRGAN/ESRGAN_4x.pth' 

recoilme

Model	AGIEval	GPT4All	TruthfulQA	Bigbench
recoilme-gemma-2-9B-v0.4	45.94	Error: File does not exist	59.03	Error: File does not exist

AGIEval

Task	Version	Metric	Value		Stderr
agieval_aqua_rat	0	acc	26.77	±	2.78
		acc_norm	25.98	±	2.76
agieval_logiqa_en	0	acc	41.32	±	1.93

recoilme

Model	ARC	HellaSwag	MMLU	TruthfulQA	Winogrande	GSM8K
recoilme-gemma-2-9B-v0.4	Error: File does not exist	Error: File does not exist	Error: File does not exist	Error: File does not exist	Error: File does not exist	Error: File does not exist

ARC

Average: Error: File does not exist%

HellaSwag

recoilme

Model	AGIEval	GPT4All	TruthfulQA	Bigbench
recoilme-gemma-2-9B-v0.3	40.71	Error: File does not exist	58.62	Error: File does not exist

AGIEval

Task	Version	Metric	Value		Stderr
agieval_aqua_rat	0	acc	22.44	±	2.62
		acc_norm	24.41	±	2.70
agieval_logiqa_en	0	acc	36.56	±	1.89

recoilme

Model	AGIEval	GPT4All	TruthfulQA	Bigbench
Gemma-2-Ataraxy-Gemmasutra-9B-slerp	40.91	Error: File does not exist	60.1	Error: File does not exist

AGIEval

Task	Version	Metric	Value		Stderr
agieval_aqua_rat	0	acc	21.26	±	2.57
		acc_norm	23.23	±	2.65
agieval_logiqa_en	0	acc	38.56	±	1.91

recoilme

#import spaces
#import gradio as gr
from huggingface_hub import InferenceClient
from torch import nn
from transformers import AutoModel, AutoProcessor, AutoTokenizer, PreTrainedTokenizer, PreTrainedTokenizerFast, AutoModelForCausalLM
from pathlib import Path
import torch
import torch.amp.autocast_mode
from PIL import Image
import os, time