Hugging Face's logo

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

Tasks:
Text-to-Image
Image-to-Image
Question Answering
Sub-tasks:
parsing
Size Categories:
100K<n<1M
Tags:
python-copilot
python-coding
python-architecture
knowledge-graphs
multimodal
text-image-audio
License:
Dataset card Viewer Files Community
Dataset Viewer
Auto-converted to Parquet
Viewer
filename
stringlengths
20
55
repo
stringclasses
1 value
path
stringlengths
88
141
dbytes
unknown
dbytes_len
int64
368k
1.63M
dbytes_mb
float64
0.35
1.55
type
stringclasses
1 value
__index_level_0__
int64
0
0
image.func.masked_run_glue.png
H2O
"H2O/h2o_flexgen/benchmark/third_party/transformers/examples/research_projects/movement-pruning/imag(...TRUNCATED)
"iVBORw0KGgoAAAANSUhEUgAADnQAAA50CAYAAABW00Z8AAAAOXRFWHRTb2Z0d2FyZQBNYXRwbG90bGliIHZlcnNpb24zLjguMiw(...TRUNCATED)
655,026
0.62
png
0
image.func.counts_parameters.png
H2O
"H2O/h2o_flexgen/benchmark/third_party/transformers/examples/research_projects/movement-pruning/imag(...TRUNCATED)
"iVBORw0KGgoAAAANSUhEUgAADOQAAAzkCAYAAABF7XA+AAAAOXRFWHRTb2Z0d2FyZQBNYXRwbG90bGliIHZlcnNpb24zLjguMiw(...TRUNCATED)
386,499
0.37
png
0
image.func.utils.png
H2O
"H2O/h2o_flexgen/benchmark/third_party/transformers/examples/research_projects/lxmert/image.func.uti(...TRUNCATED)
"iVBORw0KGgoAAAANSUhEUgAAD6AAAA+gCAYAAADuf+MCAAAAOXRFWHRTb2Z0d2FyZQBNYXRwbG90bGliIHZlcnNpb24zLjguMiw(...TRUNCATED)
1,070,163
1.02
png
0
image.func.extracting_data.png
H2O
"H2O/h2o_flexgen/benchmark/third_party/transformers/examples/research_projects/lxmert/image.func.ext(...TRUNCATED)
"iVBORw0KGgoAAAANSUhEUgAADOQAAAzkCAYAAABF7XA+AAAAOXRFWHRTb2Z0d2FyZQBNYXRwbG90bGliIHZlcnNpb24zLjguMiw(...TRUNCATED)
375,932
0.36
png
0
image.func.processing_image.png
H2O
"H2O/h2o_flexgen/benchmark/third_party/transformers/examples/research_projects/lxmert/image.func.pro(...TRUNCATED)
"iVBORw0KGgoAAAANSUhEUgAADOQAAAzkCAYAAABF7XA+AAAAOXRFWHRTb2Z0d2FyZQBNYXRwbG90bGliIHZlcnNpb24zLjguMiw(...TRUNCATED)
397,731
0.38
png
0
image.func.modeling_frcnn.png
H2O
"H2O/h2o_flexgen/benchmark/third_party/transformers/examples/research_projects/lxmert/image.func.mod(...TRUNCATED)
"iVBORw0KGgoAAAANSUhEUgAAD6AAAA+gCAYAAADuf+MCAAAAOXRFWHRTb2Z0d2FyZQBNYXRwbG90bGliIHZlcnNpb24zLjguMiw(...TRUNCATED)
1,119,477
1.07
png
0
image.func.modeling_flax_performer_utils.png
H2O
"H2O/h2o_flexgen/benchmark/third_party/transformers/examples/research_projects/performer/image.func.(...TRUNCATED)
"iVBORw0KGgoAAAANSUhEUgAADnQAAA50CAYAAABW00Z8AAAAOXRFWHRTb2Z0d2FyZQBNYXRwbG90bGliIHZlcnNpb24zLjguMiw(...TRUNCATED)
821,034
0.78
png
0
image.func.run_mlm_performer.png
H2O
"H2O/h2o_flexgen/benchmark/third_party/transformers/examples/research_projects/performer/image.func.(...TRUNCATED)
"iVBORw0KGgoAAAANSUhEUgAADnQAAA50CAYAAABW00Z8AAAAOXRFWHRTb2Z0d2FyZQBNYXRwbG90bGliIHZlcnNpb24zLjguMiw(...TRUNCATED)
670,569
0.64
png
0
image.func.train_complexity_predictor.png
H2O
"H2O/h2o_flexgen/benchmark/third_party/transformers/examples/research_projects/codeparrot/examples/i(...TRUNCATED)
"iVBORw0KGgoAAAANSUhEUgAADOQAAAzkCAYAAABF7XA+AAAAOXRFWHRTb2Z0d2FyZQBNYXRwbG90bGliIHZlcnNpb24zLjguMiw(...TRUNCATED)
425,846
0.41
png
0
image.func.minhash_deduplication.png
H2O
"H2O/h2o_flexgen/benchmark/third_party/transformers/examples/research_projects/codeparrot/scripts/im(...TRUNCATED)
"iVBORw0KGgoAAAANSUhEUgAADnQAAA50CAYAAABW00Z8AAAAOXRFWHRTb2Z0d2FyZQBNYXRwbG90bGliIHZlcnNpb24zLjguMiw(...TRUNCATED)
774,585
0.74
png
0
End of preview. Expand in Dataset Viewer.

Python Copilot Image Training using Function 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: 134357
  • Size: 130.5 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-function-knowledge-graphs", data_dir="files")
Downloads last month
0
Edit dataset card
Size of downloaded dataset files:
40.5 MB
Size of the auto-converted Parquet files:
40.5 MB
Number of rows:
88

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