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@mgostIH
mgostIH / gate.py
Last active November 18, 2023 17:09
An implementation of the GateLoop paper using real matrices only. The jax.checkpoint is an idea from the Mamba paper. Provided as a guide with types and more descriptive operations.
import jax
import jax.numpy as jnp
import equinox as eqx
from jax.lax import associative_scan
from jaxtyping import Float, Array, PRNGKeyArray
# This will compute the linear recursion from the paper GateLoop
# We work with real valued vectors and matrices
# v and k are vectors of shape (n, d)
# Together they will be outer producted to a matrix of shape (n, d, d)
@SunMarc
SunMarc / finetune_llama_gptq.py
Last active May 2, 2024 16:41
Finetune GPTQ model with peft and tlr
# 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