Hugging Face's logo

Datasets:
matlok
/
python-image-copilot-training-using-import-knowledge-graphs

Tasks:
Text-to-Image
Image-to-Image
Question Answering
Modalities:
Tabular
Text
Formats:
parquet
Sub-tasks:
parsing
Size:
< 1K
Tags:
python-copilot
python-coding
python-architecture
knowledge-graphs
multimodal
text-image-audio
Libraries:
Datasets
pandas
License:
Dataset card Viewer Files Community
Dataset Viewer
Auto-converted to Parquet
Full Screen
filename
stringlengths
37
84
repo
stringclasses
1 value
path
stringlengths
105
152
dbytes
unknown
dbytes_len
int64
535k
871k
dbytes_mb
float64
0.51
0.83
type
stringclasses
1 value
__index_level_0__
int64
0
0
image.import.convert_slow_tokenizer.MarkupLMConverter.png
H2O
"H2O/h2o_flexgen/benchmark/third_party/transformers/src/transformers/image.import.convert_slow_token(...TRUNCATED)
"iVBORw0KGgoAAAANSUhEUgAADnQAAA50CAYAAABW00Z8AAAAOXRFWHRTb2Z0d2FyZQBNYXRwbG90bGliIHZlcnNpb24zLjguMCw(...TRUNCATED)
568,732
0.54
png
0
image.import.training_args_tf.TFTrainingArguments.png
H2O
"H2O/h2o_flexgen/benchmark/third_party/transformers/src/transformers/image.import.training_args_tf.T(...TRUNCATED)
"iVBORw0KGgoAAAANSUhEUgAADnQAAA50CAYAAABW00Z8AAAAOXRFWHRTb2Z0d2FyZQBNYXRwbG90bGliIHZlcnNpb24zLjguMCw(...TRUNCATED)
545,219
0.52
png
0
image.import.activations.GELUActivation.png
H2O
"H2O/h2o_flexgen/benchmark/third_party/transformers/src/transformers/image.import.activations.GELUAc(...TRUNCATED)
"iVBORw0KGgoAAAANSUhEUgAADnQAAA50CAYAAABW00Z8AAAAOXRFWHRTb2Z0d2FyZQBNYXRwbG90bGliIHZlcnNpb24zLjguMCw(...TRUNCATED)
616,079
0.59
png
0
image.import.activations.NewGELUActivation.png
H2O
"H2O/h2o_flexgen/benchmark/third_party/transformers/src/transformers/image.import.activations.NewGEL(...TRUNCATED)
"iVBORw0KGgoAAAANSUhEUgAADnQAAA50CAYAAABW00Z8AAAAOXRFWHRTb2Z0d2FyZQBNYXRwbG90bGliIHZlcnNpb24zLjguMCw(...TRUNCATED)
591,005
0.56
png
0
image.import.activations.FastGELUActivation.png
H2O
"H2O/h2o_flexgen/benchmark/third_party/transformers/src/transformers/image.import.activations.FastGE(...TRUNCATED)
"iVBORw0KGgoAAAANSUhEUgAADnQAAA50CAYAAABW00Z8AAAAOXRFWHRTb2Z0d2FyZQBNYXRwbG90bGliIHZlcnNpb24zLjguMCw(...TRUNCATED)
535,431
0.51
png
0
image.import.activations.ClippedGELUActivation.png
H2O
"H2O/h2o_flexgen/benchmark/third_party/transformers/src/transformers/image.import.activations.Clippe(...TRUNCATED)
"iVBORw0KGgoAAAANSUhEUgAADnQAAA50CAYAAABW00Z8AAAAOXRFWHRTb2Z0d2FyZQBNYXRwbG90bGliIHZlcnNpb24zLjguMCw(...TRUNCATED)
588,693
0.56
png
0
image.import.activations.QuickGELUActivation.png
H2O
"H2O/h2o_flexgen/benchmark/third_party/transformers/src/transformers/image.import.activations.QuickG(...TRUNCATED)
"iVBORw0KGgoAAAANSUhEUgAADnQAAA50CAYAAABW00Z8AAAAOXRFWHRTb2Z0d2FyZQBNYXRwbG90bGliIHZlcnNpb24zLjguMCw(...TRUNCATED)
589,479
0.56
png
0
image.import.activations.ClassInstantier.png
H2O
"H2O/h2o_flexgen/benchmark/third_party/transformers/src/transformers/image.import.activations.ClassI(...TRUNCATED)
"iVBORw0KGgoAAAANSUhEUgAADnQAAA50CAYAAABW00Z8AAAAOXRFWHRTb2Z0d2FyZQBNYXRwbG90bGliIHZlcnNpb24zLjguMCw(...TRUNCATED)
549,356
0.52
png
0
image.import.activations.LinearActivation.png
H2O
"H2O/h2o_flexgen/benchmark/third_party/transformers/src/transformers/image.import.activations.Linear(...TRUNCATED)
"iVBORw0KGgoAAAANSUhEUgAADnQAAA50CAYAAABW00Z8AAAAOXRFWHRTb2Z0d2FyZQBNYXRwbG90bGliIHZlcnNpb24zLjguMCw(...TRUNCATED)
590,502
0.56
png
0
image.import.activations.MishActivation.png
H2O
"H2O/h2o_flexgen/benchmark/third_party/transformers/src/transformers/image.import.activations.MishAc(...TRUNCATED)
"iVBORw0KGgoAAAANSUhEUgAADnQAAA50CAYAAABW00Z8AAAAOXRFWHRTb2Z0d2FyZQBNYXRwbG90bGliIHZlcnNpb24zLjguMCw(...TRUNCATED)
574,614
0.55
png
0
End of preview. Expand in Dataset Viewer.

Python Copilot Image Training using Import Knowledge Graphs

This dataset is a subset of the matlok python copilot datasets. Please refer to the Multimodal Python Copilot Training Overview for more details on how to use this dataset.

Details

Each row contains a png file in the dbytes column.

  • Rows: 216642
  • Size: 211.2 GB
  • Data type: png
  • Format: Knowledge graph using NetworkX with alpaca text box

Schema

The png is in the dbytes column:

{
    "dbytes": "binary",
    "dbytes_len": "int64",
    "dbytes_mb": "float64",
    "filename": "string",
    "path": "string",
    "repo": "string",
    "type": "string"
}

How to use the dataset 

from datasets import load_dataset

ds = load_dataset("matlok/python-image-copilot-training-using-import-knowledge-graphs", data_dir="files")
Downloads last month
61
Edit dataset card
Size of downloaded dataset files:
53.5 MB
Size of the auto-converted Parquet files:
53.5 MB
Number of rows:
88

Collection including matlok/python-image-copilot-training-using-import-knowledge-graphs