summaryrefslogtreecommitdiffstats
path: root/g4f/locals/models.py
diff options
context:
space:
mode:
Diffstat (limited to 'g4f/locals/models.py')
-rw-r--r--g4f/locals/models.py51
1 files changed, 51 insertions, 0 deletions
diff --git a/g4f/locals/models.py b/g4f/locals/models.py
new file mode 100644
index 00000000..f82f5448
--- /dev/null
+++ b/g4f/locals/models.py
@@ -0,0 +1,51 @@
+from __future__ import annotations
+
+import os
+import requests
+import json
+
+from ..requests.raise_for_status import raise_for_status
+
+def load_models():
+ response = requests.get("https://gpt4all.io/models/models3.json")
+ raise_for_status(response)
+ return format_models(response.json())
+
+def get_model_name(filename: str) -> str:
+ name = filename.split(".", 1)[0]
+ for replace in ["-v1_5", "-v1", "-q4_0", "_v01", "-v0", "-f16", "-gguf2", "-newbpe"]:
+ name = name.replace(replace, "")
+ return name
+
+def format_models(models: list) -> dict:
+ return {get_model_name(model["filename"]): {
+ "path": model["filename"],
+ "ram": model["ramrequired"],
+ "prompt": model["promptTemplate"] if "promptTemplate" in model else None,
+ "system": model["systemPrompt"] if "systemPrompt" in model else None,
+ } for model in models}
+
+def read_models(file_path: str):
+ with open(file_path, "rb") as f:
+ return json.load(f)
+
+def save_models(file_path: str, data):
+ with open(file_path, 'w') as f:
+ json.dump(data, f, indent=4)
+
+def get_model_dir() -> str:
+ local_dir = os.path.dirname(os.path.abspath(__file__))
+ project_dir = os.path.dirname(os.path.dirname(local_dir))
+ model_dir = os.path.join(project_dir, "models")
+ if os.path.exists(model_dir):
+ return model_dir
+
+def get_models() -> dict[str, dict]:
+ model_dir = get_model_dir()
+ file_path = os.path.join(model_dir, "models.json")
+ if os.path.isfile(file_path):
+ return read_models(file_path)
+ else:
+ models = load_models()
+ save_models(file_path, models)
+ return models \ No newline at end of file