Instructions to use jackysnake/llama-debug-stop-wmdp with libraries, inference providers, notebooks, and local apps. Follow these links to get started.

Libraries

How to use jackysnake/llama-debug-stop-wmdp with Transformers:

# Use a pipeline as a high-level helper
from transformers import pipeline

pipe = pipeline("text-generation", model="jackysnake/llama-debug-stop-wmdp")
messages = [
    {"role": "user", "content": "Who are you?"},
]
pipe(messages)

# pip install -U transformers accelerate
# Load model directly
from transformers import AutoTokenizer, AutoModelForCausalLM

tokenizer = AutoTokenizer.from_pretrained("jackysnake/llama-debug-stop-wmdp")
model = AutoModelForCausalLM.from_pretrained("jackysnake/llama-debug-stop-wmdp", device_map="auto")
messages = [
    {"role": "user", "content": "Who are you?"},
]
inputs = tokenizer.apply_chat_template(
	messages,
	add_generation_prompt=True,
	tokenize=True,
	return_dict=True,
	return_tensors="pt",
).to(model.device)

outputs = model.generate(**inputs, max_new_tokens=256)
print(tokenizer.decode(outputs[0][inputs["input_ids"].shape[-1]:]))

Notebooks
Google Colab
Kaggle
Local Apps Settings

vLLM

How to use jackysnake/llama-debug-stop-wmdp with vLLM:

Install from pip and serve model

# Install vLLM from pip:
pip install vllm
# Start the vLLM server:
vllm serve "jackysnake/llama-debug-stop-wmdp"
# Call the server using curl (OpenAI-compatible API):
curl -X POST "http://localhost:8000/v1/chat/completions" \
	-H "Content-Type: application/json" \
	--data '{
		"model": "jackysnake/llama-debug-stop-wmdp",
		"messages": [
			{
				"role": "user",
				"content": "What is the capital of France?"
			}
		]
	}'

Use Docker

docker model run hf.co/jackysnake/llama-debug-stop-wmdp

SGLang

How to use jackysnake/llama-debug-stop-wmdp with SGLang:

Install from pip and serve model

# Install SGLang from pip:
pip install sglang
# Start the SGLang server:
python3 -m sglang.launch_server \
    --model-path "jackysnake/llama-debug-stop-wmdp" \
    --host 0.0.0.0 \
    --port 30000
# Call the server using curl (OpenAI-compatible API):
curl -X POST "http://localhost:30000/v1/chat/completions" \
	-H "Content-Type: application/json" \
	--data '{
		"model": "jackysnake/llama-debug-stop-wmdp",
		"messages": [
			{
				"role": "user",
				"content": "What is the capital of France?"
			}
		]
	}'

Use Docker images

docker run --gpus all \
    --shm-size 32g \
    -p 30000:30000 \
    -v ~/.cache/huggingface:/root/.cache/huggingface \
    --env "HF_TOKEN=<secret>" \
    --ipc=host \
    lmsysorg/sglang:latest \
    python3 -m sglang.launch_server \
        --model-path "jackysnake/llama-debug-stop-wmdp" \
        --host 0.0.0.0 \
        --port 30000
# Call the server using curl (OpenAI-compatible API):
curl -X POST "http://localhost:30000/v1/chat/completions" \
	-H "Content-Type: application/json" \
	--data '{
		"model": "jackysnake/llama-debug-stop-wmdp",
		"messages": [
			{
				"role": "user",
				"content": "What is the capital of France?"
			}
		]
	}'

Docker Model Runner
How to use jackysnake/llama-debug-stop-wmdp with Docker Model Runner:
```
docker model run hf.co/jackysnake/llama-debug-stop-wmdp
```

llama-debug-stop-wmdp / trainer_log.jsonl

jackysnake

Upload folder using huggingface_hub

66d73fe verified 9 months ago

Raw History Blame Contribute Delete

20.8 kB

{"current_steps": 10, "total_steps": 1068, "loss": 2.9231, "lr": 8.411214953271029e-07, "epoch": 0.028089887640449437, "percentage": 0.94, "elapsed_time": "0:00:42", "remaining_time": "1:14:12"}
{"current_steps": 20, "total_steps": 1068, "loss": 2.4062, "lr": 1.7757009345794394e-06, "epoch": 0.056179775280898875, "percentage": 1.87, "elapsed_time": "0:01:25", "remaining_time": "1:14:26"}
{"current_steps": 30, "total_steps": 1068, "loss": 1.9513, "lr": 2.7102803738317757e-06, "epoch": 0.08426966292134831, "percentage": 2.81, "elapsed_time": "0:02:13", "remaining_time": "1:17:00"}
{"current_steps": 40, "total_steps": 1068, "loss": 1.8496, "lr": 3.6448598130841123e-06, "epoch": 0.11235955056179775, "percentage": 3.75, "elapsed_time": "0:02:53", "remaining_time": "1:14:20"}
{"current_steps": 50, "total_steps": 1068, "loss": 1.7673, "lr": 4.579439252336449e-06, "epoch": 0.1404494382022472, "percentage": 4.68, "elapsed_time": "0:03:35", "remaining_time": "1:12:59"}
{"current_steps": 60, "total_steps": 1068, "loss": 1.7726, "lr": 5.514018691588785e-06, "epoch": 0.16853932584269662, "percentage": 5.62, "elapsed_time": "0:04:24", "remaining_time": "1:13:58"}
{"current_steps": 70, "total_steps": 1068, "loss": 1.7101, "lr": 6.448598130841122e-06, "epoch": 0.19662921348314608, "percentage": 6.55, "elapsed_time": "0:05:07", "remaining_time": "1:13:00"}
{"current_steps": 80, "total_steps": 1068, "loss": 1.6601, "lr": 7.383177570093458e-06, "epoch": 0.2247191011235955, "percentage": 7.49, "elapsed_time": "0:05:47", "remaining_time": "1:11:35"}
{"current_steps": 90, "total_steps": 1068, "loss": 1.6524, "lr": 8.317757009345795e-06, "epoch": 0.25280898876404495, "percentage": 8.43, "elapsed_time": "0:06:24", "remaining_time": "1:09:33"}
{"current_steps": 100, "total_steps": 1068, "loss": 1.6333, "lr": 9.252336448598132e-06, "epoch": 0.2808988764044944, "percentage": 9.36, "elapsed_time": "0:07:15", "remaining_time": "1:10:13"}
{"current_steps": 110, "total_steps": 1068, "loss": 1.5379, "lr": 9.999893131079397e-06, "epoch": 0.3089887640449438, "percentage": 10.3, "elapsed_time": "0:07:59", "remaining_time": "1:09:37"}
{"current_steps": 120, "total_steps": 1068, "loss": 1.6205, "lr": 9.996153198516951e-06, "epoch": 0.33707865168539325, "percentage": 11.24, "elapsed_time": "0:08:36", "remaining_time": "1:07:58"}
{"current_steps": 130, "total_steps": 1068, "loss": 1.4815, "lr": 9.987074387433024e-06, "epoch": 0.3651685393258427, "percentage": 12.17, "elapsed_time": "0:09:34", "remaining_time": "1:09:04"}
{"current_steps": 140, "total_steps": 1068, "loss": 1.5154, "lr": 9.972666399425538e-06, "epoch": 0.39325842696629215, "percentage": 13.11, "elapsed_time": "0:10:21", "remaining_time": "1:08:37"}
{"current_steps": 150, "total_steps": 1068, "loss": 1.5739, "lr": 9.952944630839371e-06, "epoch": 0.42134831460674155, "percentage": 14.04, "elapsed_time": "0:10:57", "remaining_time": "1:07:01"}
{"current_steps": 160, "total_steps": 1068, "loss": 1.5092, "lr": 9.92793015631386e-06, "epoch": 0.449438202247191, "percentage": 14.98, "elapsed_time": "0:11:34", "remaining_time": "1:05:41"}
{"current_steps": 170, "total_steps": 1068, "loss": 1.4422, "lr": 9.897649706262474e-06, "epoch": 0.47752808988764045, "percentage": 15.92, "elapsed_time": "0:12:12", "remaining_time": "1:04:30"}
{"current_steps": 180, "total_steps": 1068, "loss": 1.4518, "lr": 9.862135638308763e-06, "epoch": 0.5056179775280899, "percentage": 16.85, "elapsed_time": "0:12:57", "remaining_time": "1:03:53"}
{"current_steps": 190, "total_steps": 1068, "loss": 1.344, "lr": 9.821425902709072e-06, "epoch": 0.5337078651685393, "percentage": 17.79, "elapsed_time": "0:13:34", "remaining_time": "1:02:43"}
{"current_steps": 200, "total_steps": 1068, "loss": 1.3404, "lr": 9.775564001798973e-06, "epoch": 0.5617977528089888, "percentage": 18.73, "elapsed_time": "0:14:14", "remaining_time": "1:01:49"}
{"current_steps": 210, "total_steps": 1068, "loss": 1.3106, "lr": 9.724598943506762e-06, "epoch": 0.5898876404494382, "percentage": 19.66, "elapsed_time": "0:14:59", "remaining_time": "1:01:15"}
{"current_steps": 220, "total_steps": 1068, "loss": 1.2557, "lr": 9.6685851889837e-06, "epoch": 0.6179775280898876, "percentage": 20.6, "elapsed_time": "0:15:41", "remaining_time": "1:00:29"}
{"current_steps": 230, "total_steps": 1068, "loss": 1.2706, "lr": 9.607582594406941e-06, "epoch": 0.6460674157303371, "percentage": 21.54, "elapsed_time": "0:16:20", "remaining_time": "0:59:32"}
{"current_steps": 240, "total_steps": 1068, "loss": 1.2485, "lr": 9.541656347017345e-06, "epoch": 0.6741573033707865, "percentage": 22.47, "elapsed_time": "0:17:12", "remaining_time": "0:59:21"}
{"current_steps": 250, "total_steps": 1068, "loss": 1.2168, "lr": 9.470876895460545e-06, "epoch": 0.702247191011236, "percentage": 23.41, "elapsed_time": "0:17:50", "remaining_time": "0:58:22"}
{"current_steps": 260, "total_steps": 1068, "loss": 1.2281, "lr": 9.395319874505661e-06, "epoch": 0.7303370786516854, "percentage": 24.34, "elapsed_time": "0:18:26", "remaining_time": "0:57:18"}
{"current_steps": 270, "total_steps": 1068, "loss": 1.162, "lr": 9.315066024222163e-06, "epoch": 0.7584269662921348, "percentage": 25.28, "elapsed_time": "0:19:08", "remaining_time": "0:56:33"}
{"current_steps": 280, "total_steps": 1068, "loss": 1.1131, "lr": 9.230201103701201e-06, "epoch": 0.7865168539325843, "percentage": 26.22, "elapsed_time": "0:19:37", "remaining_time": "0:55:14"}
{"current_steps": 290, "total_steps": 1068, "loss": 1.11, "lr": 9.140815799413624e-06, "epoch": 0.8146067415730337, "percentage": 27.15, "elapsed_time": "0:20:23", "remaining_time": "0:54:42"}
{"current_steps": 300, "total_steps": 1068, "loss": 1.0506, "lr": 9.047005628302617e-06, "epoch": 0.8426966292134831, "percentage": 28.09, "elapsed_time": "0:20:58", "remaining_time": "0:53:42"}
{"current_steps": 310, "total_steps": 1068, "loss": 1.0996, "lr": 8.948870835714491e-06, "epoch": 0.8707865168539326, "percentage": 29.03, "elapsed_time": "0:21:40", "remaining_time": "0:52:59"}
{"current_steps": 320, "total_steps": 1068, "loss": 0.9563, "lr": 8.846516288276743e-06, "epoch": 0.898876404494382, "percentage": 29.96, "elapsed_time": "0:22:10", "remaining_time": "0:51:51"}
{"current_steps": 330, "total_steps": 1068, "loss": 0.9441, "lr": 8.740051361837786e-06, "epoch": 0.9269662921348315, "percentage": 30.9, "elapsed_time": "0:22:51", "remaining_time": "0:51:07"}
{"current_steps": 340, "total_steps": 1068, "loss": 0.9792, "lr": 8.629589824588158e-06, "epoch": 0.9550561797752809, "percentage": 31.84, "elapsed_time": "0:23:40", "remaining_time": "0:50:42"}
{"current_steps": 350, "total_steps": 1068, "loss": 0.8838, "lr": 8.515249715488085e-06, "epoch": 0.9831460674157303, "percentage": 32.77, "elapsed_time": "0:24:21", "remaining_time": "0:49:58"}
{"current_steps": 360, "total_steps": 1068, "loss": 0.639, "lr": 8.397153218131297e-06, "epoch": 1.0112359550561798, "percentage": 33.71, "elapsed_time": "0:24:52", "remaining_time": "0:48:56"}
{"current_steps": 370, "total_steps": 1068, "loss": 0.386, "lr": 8.2754265301799e-06, "epoch": 1.0393258426966292, "percentage": 34.64, "elapsed_time": "0:25:36", "remaining_time": "0:48:18"}
{"current_steps": 380, "total_steps": 1068, "loss": 0.3622, "lr": 8.150199728509844e-06, "epoch": 1.0674157303370786, "percentage": 35.58, "elapsed_time": "0:26:14", "remaining_time": "0:47:30"}
{"current_steps": 390, "total_steps": 1068, "loss": 0.3669, "lr": 8.02160663021103e-06, "epoch": 1.095505617977528, "percentage": 36.52, "elapsed_time": "0:27:05", "remaining_time": "0:47:06"}
{"current_steps": 400, "total_steps": 1068, "loss": 0.355, "lr": 7.889784649590673e-06, "epoch": 1.1235955056179776, "percentage": 37.45, "elapsed_time": "0:27:48", "remaining_time": "0:46:25"}
{"current_steps": 410, "total_steps": 1068, "loss": 0.3453, "lr": 7.754874651332671e-06, "epoch": 1.151685393258427, "percentage": 38.39, "elapsed_time": "0:28:32", "remaining_time": "0:45:48"}
{"current_steps": 420, "total_steps": 1068, "loss": 0.3302, "lr": 7.617020799969895e-06, "epoch": 1.1797752808988764, "percentage": 39.33, "elapsed_time": "0:29:17", "remaining_time": "0:45:12"}
{"current_steps": 430, "total_steps": 1068, "loss": 0.3926, "lr": 7.476370405830293e-06, "epoch": 1.2078651685393258, "percentage": 40.26, "elapsed_time": "0:30:04", "remaining_time": "0:44:37"}
{"current_steps": 440, "total_steps": 1068, "loss": 0.328, "lr": 7.333073767621385e-06, "epoch": 1.2359550561797752, "percentage": 41.2, "elapsed_time": "0:30:43", "remaining_time": "0:43:51"}
{"current_steps": 450, "total_steps": 1068, "loss": 0.3245, "lr": 7.18728401182139e-06, "epoch": 1.2640449438202248, "percentage": 42.13, "elapsed_time": "0:31:24", "remaining_time": "0:43:07"}
{"current_steps": 460, "total_steps": 1068, "loss": 0.3238, "lr": 7.039156929048603e-06, "epoch": 1.2921348314606742, "percentage": 43.07, "elapsed_time": "0:32:04", "remaining_time": "0:42:23"}
{"current_steps": 470, "total_steps": 1068, "loss": 0.3014, "lr": 6.888850807583875e-06, "epoch": 1.3202247191011236, "percentage": 44.01, "elapsed_time": "0:32:43", "remaining_time": "0:41:37"}
{"current_steps": 480, "total_steps": 1068, "loss": 0.3173, "lr": 6.736526264224101e-06, "epoch": 1.348314606741573, "percentage": 44.94, "elapsed_time": "0:33:20", "remaining_time": "0:40:50"}
{"current_steps": 490, "total_steps": 1068, "loss": 0.3163, "lr": 6.582346072647455e-06, "epoch": 1.3764044943820224, "percentage": 45.88, "elapsed_time": "0:33:49", "remaining_time": "0:39:54"}
{"current_steps": 500, "total_steps": 1068, "loss": 0.3016, "lr": 6.426474989473785e-06, "epoch": 1.404494382022472, "percentage": 46.82, "elapsed_time": "0:34:22", "remaining_time": "0:39:03"}
{"current_steps": 510, "total_steps": 1068, "loss": 0.2568, "lr": 6.2690795782060535e-06, "epoch": 1.4325842696629214, "percentage": 47.75, "elapsed_time": "0:35:03", "remaining_time": "0:38:21"}
{"current_steps": 520, "total_steps": 1068, "loss": 0.2613, "lr": 6.1103280312409355e-06, "epoch": 1.4606741573033708, "percentage": 48.69, "elapsed_time": "0:35:45", "remaining_time": "0:37:40"}
{"current_steps": 530, "total_steps": 1068, "loss": 0.2731, "lr": 5.950389990138774e-06, "epoch": 1.4887640449438202, "percentage": 49.63, "elapsed_time": "0:36:25", "remaining_time": "0:36:58"}
{"current_steps": 540, "total_steps": 1068, "loss": 0.25, "lr": 5.789436364344998e-06, "epoch": 1.5168539325842696, "percentage": 50.56, "elapsed_time": "0:37:11", "remaining_time": "0:36:21"}
{"current_steps": 550, "total_steps": 1068, "loss": 0.2397, "lr": 5.627639148556638e-06, "epoch": 1.5449438202247192, "percentage": 51.5, "elapsed_time": "0:37:52", "remaining_time": "0:35:40"}
{"current_steps": 560, "total_steps": 1068, "loss": 0.2319, "lr": 5.465171238929173e-06, "epoch": 1.5730337078651684, "percentage": 52.43, "elapsed_time": "0:38:41", "remaining_time": "0:35:06"}
{"current_steps": 570, "total_steps": 1068, "loss": 0.1869, "lr": 5.30220624832007e-06, "epoch": 1.601123595505618, "percentage": 53.37, "elapsed_time": "0:39:24", "remaining_time": "0:34:25"}
{"current_steps": 580, "total_steps": 1068, "loss": 0.2227, "lr": 5.13891832076646e-06, "epoch": 1.6292134831460674, "percentage": 54.31, "elapsed_time": "0:40:03", "remaining_time": "0:33:42"}
{"current_steps": 590, "total_steps": 1068, "loss": 0.2014, "lr": 4.9754819453951986e-06, "epoch": 1.6573033707865168, "percentage": 55.24, "elapsed_time": "0:40:42", "remaining_time": "0:32:58"}
{"current_steps": 600, "total_steps": 1068, "loss": 0.1826, "lr": 4.8120717699641535e-06, "epoch": 1.6853932584269664, "percentage": 56.18, "elapsed_time": "0:41:25", "remaining_time": "0:32:18"}
{"current_steps": 610, "total_steps": 1068, "loss": 0.1831, "lr": 4.648862414233998e-06, "epoch": 1.7134831460674156, "percentage": 57.12, "elapsed_time": "0:42:02", "remaining_time": "0:31:33"}
{"current_steps": 620, "total_steps": 1068, "loss": 0.1841, "lr": 4.486028283369901e-06, "epoch": 1.7415730337078652, "percentage": 58.05, "elapsed_time": "0:42:32", "remaining_time": "0:30:44"}
{"current_steps": 630, "total_steps": 1068, "loss": 0.1481, "lr": 4.323743381572557e-06, "epoch": 1.7696629213483146, "percentage": 58.99, "elapsed_time": "0:43:13", "remaining_time": "0:30:03"}
{"current_steps": 640, "total_steps": 1068, "loss": 0.1812, "lr": 4.162181126137658e-06, "epoch": 1.797752808988764, "percentage": 59.93, "elapsed_time": "0:43:49", "remaining_time": "0:29:18"}
{"current_steps": 650, "total_steps": 1068, "loss": 0.1398, "lr": 4.001514162142559e-06, "epoch": 1.8258426966292136, "percentage": 60.86, "elapsed_time": "0:44:40", "remaining_time": "0:28:43"}
{"current_steps": 660, "total_steps": 1068, "loss": 0.1267, "lr": 3.84191417795811e-06, "epoch": 1.8539325842696628, "percentage": 61.8, "elapsed_time": "0:45:18", "remaining_time": "0:28:00"}
{"current_steps": 670, "total_steps": 1068, "loss": 0.1292, "lr": 3.6835517217828442e-06, "epoch": 1.8820224719101124, "percentage": 62.73, "elapsed_time": "0:46:05", "remaining_time": "0:27:22"}
{"current_steps": 680, "total_steps": 1068, "loss": 0.1007, "lr": 3.5265960193955338e-06, "epoch": 1.9101123595505618, "percentage": 63.67, "elapsed_time": "0:46:41", "remaining_time": "0:26:38"}
{"current_steps": 690, "total_steps": 1068, "loss": 0.1065, "lr": 3.3712147933208885e-06, "epoch": 1.9382022471910112, "percentage": 64.61, "elapsed_time": "0:47:27", "remaining_time": "0:25:59"}
{"current_steps": 700, "total_steps": 1068, "loss": 0.0886, "lr": 3.2175740836016323e-06, "epoch": 1.9662921348314608, "percentage": 65.54, "elapsed_time": "0:48:07", "remaining_time": "0:25:17"}
{"current_steps": 710, "total_steps": 1068, "loss": 0.0959, "lr": 3.065838070368469e-06, "epoch": 1.99438202247191, "percentage": 66.48, "elapsed_time": "0:48:51", "remaining_time": "0:24:38"}
{"current_steps": 720, "total_steps": 1068, "loss": 0.0377, "lr": 2.9161688983975466e-06, "epoch": 2.0224719101123596, "percentage": 67.42, "elapsed_time": "0:49:35", "remaining_time": "0:23:58"}
{"current_steps": 730, "total_steps": 1068, "loss": 0.0216, "lr": 2.7687265038429074e-06, "epoch": 2.050561797752809, "percentage": 68.35, "elapsed_time": "0:50:09", "remaining_time": "0:23:13"}
{"current_steps": 740, "total_steps": 1068, "loss": 0.0255, "lr": 2.6236684433290494e-06, "epoch": 2.0786516853932584, "percentage": 69.29, "elapsed_time": "0:50:52", "remaining_time": "0:22:33"}
{"current_steps": 750, "total_steps": 1068, "loss": 0.026, "lr": 2.4811497255862634e-06, "epoch": 2.106741573033708, "percentage": 70.22, "elapsed_time": "0:51:37", "remaining_time": "0:21:53"}
{"current_steps": 760, "total_steps": 1068, "loss": 0.0264, "lr": 2.341322645808642e-06, "epoch": 2.134831460674157, "percentage": 71.16, "elapsed_time": "0:52:19", "remaining_time": "0:21:12"}
{"current_steps": 770, "total_steps": 1068, "loss": 0.0254, "lr": 2.204336622911753e-06, "epoch": 2.162921348314607, "percentage": 72.1, "elapsed_time": "0:53:01", "remaining_time": "0:20:31"}
{"current_steps": 780, "total_steps": 1068, "loss": 0.0289, "lr": 2.070338039863917e-06, "epoch": 2.191011235955056, "percentage": 73.03, "elapsed_time": "0:53:43", "remaining_time": "0:19:50"}
{"current_steps": 790, "total_steps": 1068, "loss": 0.0271, "lr": 1.9394700872616856e-06, "epoch": 2.2191011235955056, "percentage": 73.97, "elapsed_time": "0:54:19", "remaining_time": "0:19:07"}
{"current_steps": 800, "total_steps": 1068, "loss": 0.028, "lr": 1.8118726103166706e-06, "epoch": 2.247191011235955, "percentage": 74.91, "elapsed_time": "0:54:48", "remaining_time": "0:18:21"}
{"current_steps": 810, "total_steps": 1068, "loss": 0.0253, "lr": 1.6876819594172578e-06, "epoch": 2.2752808988764044, "percentage": 75.84, "elapsed_time": "0:55:23", "remaining_time": "0:17:38"}
{"current_steps": 820, "total_steps": 1068, "loss": 0.0258, "lr": 1.5670308444248777e-06, "epoch": 2.303370786516854, "percentage": 76.78, "elapsed_time": "0:56:04", "remaining_time": "0:16:57"}
{"current_steps": 830, "total_steps": 1068, "loss": 0.0215, "lr": 1.4500481928605304e-06, "epoch": 2.331460674157303, "percentage": 77.72, "elapsed_time": "0:56:51", "remaining_time": "0:16:18"}
{"current_steps": 840, "total_steps": 1068, "loss": 0.0225, "lr": 1.3368590121331166e-06, "epoch": 2.359550561797753, "percentage": 78.65, "elapsed_time": "0:57:36", "remaining_time": "0:15:38"}
{"current_steps": 850, "total_steps": 1068, "loss": 0.0229, "lr": 1.2275842559567947e-06, "epoch": 2.3876404494382024, "percentage": 79.59, "elapsed_time": "0:58:23", "remaining_time": "0:14:58"}
{"current_steps": 860, "total_steps": 1068, "loss": 0.022, "lr": 1.1223406951000936e-06, "epoch": 2.4157303370786516, "percentage": 80.52, "elapsed_time": "0:59:03", "remaining_time": "0:14:16"}
{"current_steps": 870, "total_steps": 1068, "loss": 0.0196, "lr": 1.021240792604929e-06, "epoch": 2.443820224719101, "percentage": 81.46, "elapsed_time": "0:59:41", "remaining_time": "0:13:35"}
{"current_steps": 880, "total_steps": 1068, "loss": 0.0195, "lr": 9.243925836088386e-07, "epoch": 2.4719101123595504, "percentage": 82.4, "elapsed_time": "1:00:19", "remaining_time": "0:12:53"}
{"current_steps": 890, "total_steps": 1068, "loss": 0.019, "lr": 8.318995598988649e-07, "epoch": 2.5, "percentage": 83.33, "elapsed_time": "1:01:16", "remaining_time": "0:12:15"}
{"current_steps": 900, "total_steps": 1068, "loss": 0.0218, "lr": 7.438605593204562e-07, "epoch": 2.5280898876404496, "percentage": 84.27, "elapsed_time": "1:01:56", "remaining_time": "0:11:33"}
{"current_steps": 910, "total_steps": 1068, "loss": 0.016, "lr": 6.603696601595577e-07, "epoch": 2.556179775280899, "percentage": 85.21, "elapsed_time": "1:02:32", "remaining_time": "0:10:51"}
{"current_steps": 920, "total_steps": 1068, "loss": 0.0184, "lr": 5.8151608061076e-07, "epoch": 2.5842696629213484, "percentage": 86.14, "elapsed_time": "1:03:14", "remaining_time": "0:10:10"}
{"current_steps": 930, "total_steps": 1068, "loss": 0.0189, "lr": 5.073840834389293e-07, "epoch": 2.6123595505617976, "percentage": 87.08, "elapsed_time": "1:03:59", "remaining_time": "0:09:29"}
{"current_steps": 940, "total_steps": 1068, "loss": 0.0225, "lr": 4.380528859361954e-07, "epoch": 2.640449438202247, "percentage": 88.01, "elapsed_time": "1:04:53", "remaining_time": "0:08:50"}
{"current_steps": 950, "total_steps": 1068, "loss": 0.0173, "lr": 3.735965752705256e-07, "epoch": 2.668539325842697, "percentage": 88.95, "elapsed_time": "1:05:27", "remaining_time": "0:08:07"}
{"current_steps": 960, "total_steps": 1068, "loss": 0.017, "lr": 3.1408402931634163e-07, "epoch": 2.696629213483146, "percentage": 89.89, "elapsed_time": "1:05:59", "remaining_time": "0:07:25"}
{"current_steps": 970, "total_steps": 1068, "loss": 0.0128, "lr": 2.595788430517637e-07, "epoch": 2.7247191011235956, "percentage": 90.82, "elapsed_time": "1:06:41", "remaining_time": "0:06:44"}
{"current_steps": 980, "total_steps": 1068, "loss": 0.0149, "lr": 2.1013926060116042e-07, "epoch": 2.752808988764045, "percentage": 91.76, "elapsed_time": "1:07:20", "remaining_time": "0:06:02"}
{"current_steps": 990, "total_steps": 1068, "loss": 0.0139, "lr": 1.6581811299560212e-07, "epoch": 2.7808988764044944, "percentage": 92.7, "elapsed_time": "1:08:02", "remaining_time": "0:05:21"}
{"current_steps": 1000, "total_steps": 1068, "loss": 0.0158, "lr": 1.2666276171773073e-07, "epoch": 2.808988764044944, "percentage": 93.63, "elapsed_time": "1:08:42", "remaining_time": "0:04:40"}
{"current_steps": 1010, "total_steps": 1068, "loss": 0.0164, "lr": 9.271504809138854e-08, "epoch": 2.837078651685393, "percentage": 94.57, "elapsed_time": "1:09:15", "remaining_time": "0:03:58"}
{"current_steps": 1020, "total_steps": 1068, "loss": 0.0147, "lr": 6.401124857006502e-08, "epoch": 2.865168539325843, "percentage": 95.51, "elapsed_time": "1:09:58", "remaining_time": "0:03:17"}
{"current_steps": 1030, "total_steps": 1068, "loss": 0.0117, "lr": 4.058203597195831e-08, "epoch": 2.893258426966292, "percentage": 96.44, "elapsed_time": "1:10:46", "remaining_time": "0:02:36"}
{"current_steps": 1040, "total_steps": 1068, "loss": 0.0125, "lr": 2.2452446703067897e-08, "epoch": 2.9213483146067416, "percentage": 97.38, "elapsed_time": "1:11:28", "remaining_time": "0:01:55"}
{"current_steps": 1050, "total_steps": 1068, "loss": 0.0118, "lr": 9.641854003346607e-09, "epoch": 2.949438202247191, "percentage": 98.31, "elapsed_time": "1:12:12", "remaining_time": "0:01:14"}
{"current_steps": 1060, "total_steps": 1068, "loss": 0.0122, "lr": 2.1639472444956454e-09, "epoch": 2.9775280898876404, "percentage": 99.25, "elapsed_time": "1:12:49", "remaining_time": "0:00:32"}
{"current_steps": 1068, "total_steps": 1068, "epoch": 3.0, "percentage": 100.0, "elapsed_time": "1:13:19", "remaining_time": "0:00:00"}