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chewwt/
hpo_qwen8b_emulator

Name: hpo_qwen8b_emulator
Availability: InStock

safetensors

pytorch

mit

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hpo_qwen8b_emulator

2-layer MLP.

Config

input_dim: 11
hidden_dim: 256
output_dim: 1

Usage

python

import torch
import torch.nn as nn
from safetensors.torch import load_file
from huggingface_hub import hf_hub_download
 
class MLP(nn.Module):
    def __init__(self, input_dim, hidden_dim, output_dim):
        super().__init__()
        self.mlp = nn.Sequential(
            nn.Linear(input_dim, hidden_dim),
            nn.LayerNorm(hidden_dim),
            nn.ReLU(),
            nn.Linear(hidden_dim, hidden_dim),
            nn.LayerNorm(hidden_dim),
            nn.ReLU(),
            nn.Linear(hidden_dim, output_dim),
        )
    def forward(self, x):
        return self.mlp(x)
 
path = hf_hub_download("chewwt/hpo_qwen8b_emulator", "model.safetensors")
model = MLP(input_dim=11, hidden_dim=256, output_dim=1)
model.load_state_dict(load_file(path))
model.eval()
 
with torch.no_grad():
    out = model(torch.randn(1, 11))