feat: create proper index file from safetensors metadata

This commit is contained in:
Christian Medina
2026-07-03 01:22:54 -04:00
parent b15bc5c975
commit 1c3da52028

View File

@@ -35,11 +35,36 @@ def train(config_path):
# Check if model is quantized (has model-XXXXX-of-XXXXX files) # Check if model is quantized (has model-XXXXX-of-XXXXX files)
import glob import glob
import json
safetensor_files = glob.glob(f"{config['base_model']}/*.safetensors") safetensor_files = glob.glob(f"{config['base_model']}/*.safetensors")
is_quantized = any("of-" in f for f in safetensor_files) is_quantized = any("of-" in Path(f).name for f in safetensor_files)
if is_quantized: if is_quantized:
print(f"\n[INFO] Loading pre-quantized BnB 4-bit model (no re-quantization)...") # Create proper index file from safetensors metadata
index_file = Path(config["base_model"]) / "model.safetensors.index.json"
if not index_file.exists():
print(f"\n[INFO] Creating model index file from safetensors metadata...")
shards = sorted([Path(f).name for f in safetensor_files if "of-" in Path(f).name])
# Load metadata from first shard to get weight names
from safetensors import safe_open
weight_map = {}
for shard_name in shards:
shard_path = Path(config["base_model"]) / shard_name
with safe_open(str(shard_path), framework="pt", device="cpu") as f:
for key in f.keys():
weight_map[key] = shard_name
# Create index
index = {
"metadata": {"total_size": sum((Path(config["base_model"]) / s).stat().st_size for s in shards)},
"weight_map": weight_map
}
with open(index_file, 'w') as f:
json.dump(index, f)
print(f"✓ Created index: {index_file} ({len(weight_map)} weights mapped)")
print(f"\n[INFO] Loading pre-quantized BnB 4-bit model...")
model = AutoModelForCausalLM.from_pretrained( model = AutoModelForCausalLM.from_pretrained(
config["base_model"], config["base_model"],
device_map="cpu", device_map="cpu",