wassname
/ hf_perplexity.py
Last active
March 31, 2025 23:08
simple perplexity for huggingface models similar to llam..cpp
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| # Directly taken from https://huggingface.co/spaces/evaluate-measurement/perplexity/blob/main/perplexity.py | |
| # TODO replace with a strided version https://github.com/huggingface/transformers/issues/9648#issuecomment-812981524 | |
| import numpy as np | |
| import torch | |
| import itertools | |
| from torch.nn import CrossEntropyLoss | |
| from tqdm.auto import tqdm | |
| import torch.nn.functional as F | |
| from datasets import load_dataset, Dataset | |
| from transformers import AutoTokenizer, AutoModelForCausalLM |
SunMarc
/ finetune_llama_gptq.py
Last active
April 9, 2025 03:56
Finetune GPTQ model with peft and tlr
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| # coding=utf-8 | |
| # Copyright 2023 The HuggingFace Inc. team. All rights reserved. | |
| # | |
| # Licensed under the Apache License, Version 2.0 (the "License"); | |
| # you may not use this file except in compliance with the License. | |
| # You may obtain a copy of the License at | |
| # | |
| # http://www.apache.org/licenses/LICENSE-2.0 | |
| # | |
| # Unless required by applicable law or agreed to in writing, software |