Text Generation
Transformers
Safetensors
gemma2
llama-factory
full
Generated from Trainer
conversational
text-generation-inference
Instructions to use tzchen07/g2_X9h with libraries, inference providers, notebooks, and local apps. Follow these links to get started.
- Libraries
- Transformers
How to use tzchen07/g2_X9h with Transformers:
# Use a pipeline as a high-level helper from transformers import pipeline pipe = pipeline("text-generation", model="tzchen07/g2_X9h") messages = [ {"role": "user", "content": "Who are you?"}, ] pipe(messages)# Load model directly from transformers import AutoTokenizer, AutoModelForMultimodalLM tokenizer = AutoTokenizer.from_pretrained("tzchen07/g2_X9h") model = AutoModelForMultimodalLM.from_pretrained("tzchen07/g2_X9h") 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=40) print(tokenizer.decode(outputs[0][inputs["input_ids"].shape[-1]:])) - Notebooks
- Google Colab
- Kaggle
- Local Apps Settings
- vLLM
How to use tzchen07/g2_X9h with vLLM:
Install from pip and serve model
# Install vLLM from pip: pip install vllm # Start the vLLM server: vllm serve "tzchen07/g2_X9h" # Call the server using curl (OpenAI-compatible API): curl -X POST "http://localhost:8000/v1/chat/completions" \ -H "Content-Type: application/json" \ --data '{ "model": "tzchen07/g2_X9h", "messages": [ { "role": "user", "content": "What is the capital of France?" } ] }'Use Docker
docker model run hf.co/tzchen07/g2_X9h
- SGLang
How to use tzchen07/g2_X9h 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 "tzchen07/g2_X9h" \ --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": "tzchen07/g2_X9h", "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 "tzchen07/g2_X9h" \ --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": "tzchen07/g2_X9h", "messages": [ { "role": "user", "content": "What is the capital of France?" } ] }' - Docker Model Runner
How to use tzchen07/g2_X9h with Docker Model Runner:
docker model run hf.co/tzchen07/g2_X9h
| {"current_steps": 205, "total_steps": 747, "loss": 0.099, "lr": 2.666666666666667e-07, "epoch": 0.8239135895503642, "percentage": 27.44, "elapsed_time": "0:01:41", "remaining_time": "0:04:28"} | |
| {"current_steps": 210, "total_steps": 747, "loss": 0.0771, "lr": 6.000000000000001e-07, "epoch": 0.8440090429540317, "percentage": 28.11, "elapsed_time": "0:03:22", "remaining_time": "0:08:37"} | |
| {"current_steps": 215, "total_steps": 747, "loss": 0.0911, "lr": 9.333333333333334e-07, "epoch": 0.864104496357699, "percentage": 28.78, "elapsed_time": "0:05:03", "remaining_time": "0:12:32"} | |
| {"current_steps": 220, "total_steps": 747, "loss": 0.0757, "lr": 1.2666666666666669e-06, "epoch": 0.8841999497613665, "percentage": 29.45, "elapsed_time": "0:06:44", "remaining_time": "0:16:09"} | |
| {"current_steps": 225, "total_steps": 747, "loss": 0.0609, "lr": 1.6000000000000001e-06, "epoch": 0.9042954031650339, "percentage": 30.12, "elapsed_time": "0:08:27", "remaining_time": "0:19:38"} | |
| {"current_steps": 230, "total_steps": 747, "loss": 0.1033, "lr": 1.9333333333333336e-06, "epoch": 0.9243908565687013, "percentage": 30.79, "elapsed_time": "0:10:08", "remaining_time": "0:22:48"} | |
| {"current_steps": 235, "total_steps": 747, "loss": 0.0987, "lr": 2.266666666666667e-06, "epoch": 0.9444863099723687, "percentage": 31.46, "elapsed_time": "0:11:52", "remaining_time": "0:25:52"} | |
| {"current_steps": 240, "total_steps": 747, "loss": 0.084, "lr": 2.6e-06, "epoch": 0.9645817633760362, "percentage": 32.13, "elapsed_time": "0:13:34", "remaining_time": "0:28:40"} | |
| {"current_steps": 245, "total_steps": 747, "loss": 0.0879, "lr": 2.9333333333333338e-06, "epoch": 0.9846772167797035, "percentage": 32.8, "elapsed_time": "0:15:14", "remaining_time": "0:31:13"} | |
| {"current_steps": 250, "total_steps": 747, "loss": 0.0933, "lr": 3.266666666666667e-06, "epoch": 1.0040190906807336, "percentage": 33.47, "elapsed_time": "0:16:53", "remaining_time": "0:33:35"} | |
| {"current_steps": 255, "total_steps": 747, "loss": 0.0528, "lr": 3.6000000000000003e-06, "epoch": 1.0241145440844008, "percentage": 34.14, "elapsed_time": "0:18:32", "remaining_time": "0:35:45"} | |
| {"current_steps": 260, "total_steps": 747, "loss": 0.0678, "lr": 3.9333333333333335e-06, "epoch": 1.0442099974880683, "percentage": 34.81, "elapsed_time": "0:20:11", "remaining_time": "0:37:49"} | |
| {"current_steps": 265, "total_steps": 747, "loss": 0.0671, "lr": 4.266666666666668e-06, "epoch": 1.0643054508917358, "percentage": 35.48, "elapsed_time": "0:21:53", "remaining_time": "0:39:48"} | |
| {"current_steps": 270, "total_steps": 747, "loss": 0.0666, "lr": 4.600000000000001e-06, "epoch": 1.0844009042954033, "percentage": 36.14, "elapsed_time": "0:23:33", "remaining_time": "0:41:37"} | |
| {"current_steps": 275, "total_steps": 747, "loss": 0.061, "lr": 4.933333333333334e-06, "epoch": 1.1044963576990705, "percentage": 36.81, "elapsed_time": "0:25:13", "remaining_time": "0:43:18"} | |
| {"current_steps": 280, "total_steps": 747, "loss": 0.067, "lr": 4.999562902281866e-06, "epoch": 1.124591811102738, "percentage": 37.48, "elapsed_time": "0:26:55", "remaining_time": "0:44:54"} | |
| {"current_steps": 285, "total_steps": 747, "loss": 0.0629, "lr": 4.997787454752217e-06, "epoch": 1.1446872645064055, "percentage": 38.15, "elapsed_time": "0:28:36", "remaining_time": "0:46:22"} | |
| {"current_steps": 290, "total_steps": 747, "loss": 0.0734, "lr": 4.994647308096509e-06, "epoch": 1.164782717910073, "percentage": 38.82, "elapsed_time": "0:30:17", "remaining_time": "0:47:43"} | |
| {"current_steps": 295, "total_steps": 747, "loss": 0.076, "lr": 4.99014417797529e-06, "epoch": 1.1848781713137402, "percentage": 39.49, "elapsed_time": "0:32:01", "remaining_time": "0:49:04"} | |
| {"current_steps": 300, "total_steps": 747, "loss": 0.0722, "lr": 4.984280524733107e-06, "epoch": 1.2049736247174077, "percentage": 40.16, "elapsed_time": "0:33:45", "remaining_time": "0:50:18"} | |
| {"current_steps": 305, "total_steps": 747, "loss": 0.0564, "lr": 4.97705955205426e-06, "epoch": 1.2250690781210751, "percentage": 40.83, "elapsed_time": "0:35:29", "remaining_time": "0:51:25"} | |
| {"current_steps": 310, "total_steps": 747, "loss": 0.069, "lr": 4.968485205212429e-06, "epoch": 1.2451645315247426, "percentage": 41.5, "elapsed_time": "0:37:11", "remaining_time": "0:52:25"} | |
| {"current_steps": 315, "total_steps": 747, "loss": 0.0748, "lr": 4.958562168915121e-06, "epoch": 1.2652599849284099, "percentage": 42.17, "elapsed_time": "0:38:53", "remaining_time": "0:53:19"} | |
| {"current_steps": 320, "total_steps": 747, "loss": 0.0636, "lr": 4.947295864744121e-06, "epoch": 1.2853554383320773, "percentage": 42.84, "elapsed_time": "0:40:31", "remaining_time": "0:54:04"} | |
| {"current_steps": 325, "total_steps": 747, "loss": 0.06, "lr": 4.9346924481933345e-06, "epoch": 1.3054508917357448, "percentage": 43.51, "elapsed_time": "0:42:13", "remaining_time": "0:54:50"} | |
| {"current_steps": 330, "total_steps": 747, "loss": 0.0714, "lr": 4.920758805305654e-06, "epoch": 1.3255463451394123, "percentage": 44.18, "elapsed_time": "0:43:59", "remaining_time": "0:55:35"} | |
| {"current_steps": 335, "total_steps": 747, "loss": 0.0599, "lr": 4.905502548910681e-06, "epoch": 1.3456417985430797, "percentage": 44.85, "elapsed_time": "0:45:42", "remaining_time": "0:56:12"} | |
| {"current_steps": 340, "total_steps": 747, "loss": 0.0618, "lr": 4.8889320144653525e-06, "epoch": 1.365737251946747, "percentage": 45.52, "elapsed_time": "0:47:21", "remaining_time": "0:56:41"} | |
| {"current_steps": 345, "total_steps": 747, "loss": 0.058, "lr": 4.871056255499758e-06, "epoch": 1.3858327053504145, "percentage": 46.18, "elapsed_time": "0:49:03", "remaining_time": "0:57:09"} | |
| {"current_steps": 350, "total_steps": 747, "loss": 0.0684, "lr": 4.851885038670618e-06, "epoch": 1.405928158754082, "percentage": 46.85, "elapsed_time": "0:50:44", "remaining_time": "0:57:32"} | |
| {"current_steps": 355, "total_steps": 747, "loss": 0.0766, "lr": 4.831428838425153e-06, "epoch": 1.4260236121577492, "percentage": 47.52, "elapsed_time": "0:52:26", "remaining_time": "0:57:54"} | |
| {"current_steps": 360, "total_steps": 747, "loss": 0.0705, "lr": 4.809698831278217e-06, "epoch": 1.4461190655614167, "percentage": 48.19, "elapsed_time": "0:54:08", "remaining_time": "0:58:12"} | |
| {"current_steps": 365, "total_steps": 747, "loss": 0.0654, "lr": 4.7867068897058725e-06, "epoch": 1.4662145189650841, "percentage": 48.86, "elapsed_time": "0:55:50", "remaining_time": "0:58:26"} | |
| {"current_steps": 370, "total_steps": 747, "loss": 0.0644, "lr": 4.7624655756587e-06, "epoch": 1.4863099723687516, "percentage": 49.53, "elapsed_time": "0:57:35", "remaining_time": "0:58:40"} | |
| {"current_steps": 375, "total_steps": 747, "loss": 0.0621, "lr": 4.736988133698416e-06, "epoch": 1.506405425772419, "percentage": 50.2, "elapsed_time": "0:59:21", "remaining_time": "0:58:53"} | |
| {"current_steps": 380, "total_steps": 747, "loss": 0.0824, "lr": 4.710288483761524e-06, "epoch": 1.5265008791760866, "percentage": 50.87, "elapsed_time": "1:01:06", "remaining_time": "0:59:01"} | |
| {"current_steps": 385, "total_steps": 747, "loss": 0.069, "lr": 4.682381213553986e-06, "epoch": 1.5465963325797538, "percentage": 51.54, "elapsed_time": "1:02:49", "remaining_time": "0:59:03"} | |
| {"current_steps": 390, "total_steps": 747, "loss": 0.0612, "lr": 4.653281570581023e-06, "epoch": 1.5666917859834213, "percentage": 52.21, "elapsed_time": "1:04:29", "remaining_time": "0:59:01"} | |
| {"current_steps": 395, "total_steps": 747, "loss": 0.0592, "lr": 4.623005453816447e-06, "epoch": 1.5867872393870885, "percentage": 52.88, "elapsed_time": "1:06:10", "remaining_time": "0:58:58"} | |
| {"current_steps": 400, "total_steps": 747, "loss": 0.0656, "lr": 4.59156940501605e-06, "epoch": 1.606882692790756, "percentage": 53.55, "elapsed_time": "1:07:53", "remaining_time": "0:58:53"} | |
| {"current_steps": 405, "total_steps": 747, "loss": 0.053, "lr": 4.558990599679787e-06, "epoch": 1.6269781461944235, "percentage": 54.22, "elapsed_time": "1:10:25", "remaining_time": "0:59:28"} | |
| {"current_steps": 410, "total_steps": 747, "loss": 0.0679, "lr": 4.525286837667726e-06, "epoch": 1.647073599598091, "percentage": 54.89, "elapsed_time": "1:12:06", "remaining_time": "0:59:15"} | |
| {"current_steps": 415, "total_steps": 747, "loss": 0.0593, "lr": 4.490476533474854e-06, "epoch": 1.6671690530017584, "percentage": 55.56, "elapsed_time": "1:13:49", "remaining_time": "0:59:03"} | |
| {"current_steps": 420, "total_steps": 747, "loss": 0.066, "lr": 4.454578706170075e-06, "epoch": 1.687264506405426, "percentage": 56.22, "elapsed_time": "1:15:32", "remaining_time": "0:58:48"} | |
| {"current_steps": 425, "total_steps": 747, "loss": 0.0575, "lr": 4.4176129690048905e-06, "epoch": 1.7073599598090932, "percentage": 56.89, "elapsed_time": "1:17:14", "remaining_time": "0:58:31"} | |
| {"current_steps": 430, "total_steps": 747, "loss": 0.0699, "lr": 4.379599518697444e-06, "epoch": 1.7274554132127606, "percentage": 57.56, "elapsed_time": "1:18:54", "remaining_time": "0:58:10"} | |
| {"current_steps": 435, "total_steps": 747, "loss": 0.0648, "lr": 4.340559124397774e-06, "epoch": 1.747550866616428, "percentage": 58.23, "elapsed_time": "1:20:37", "remaining_time": "0:57:49"} | |
| {"current_steps": 440, "total_steps": 747, "loss": 0.0649, "lr": 4.300513116340317e-06, "epoch": 1.7676463200200954, "percentage": 58.9, "elapsed_time": "1:22:19", "remaining_time": "0:57:26"} | |
| {"current_steps": 445, "total_steps": 747, "loss": 0.0671, "lr": 4.259483374189851e-06, "epoch": 1.7877417734237628, "percentage": 59.57, "elapsed_time": "1:24:01", "remaining_time": "0:57:01"} | |
| {"current_steps": 450, "total_steps": 747, "loss": 0.0577, "lr": 4.217492315087255e-06, "epoch": 1.8078372268274303, "percentage": 60.24, "elapsed_time": "1:25:44", "remaining_time": "0:56:35"} | |
| {"current_steps": 455, "total_steps": 747, "loss": 0.0529, "lr": 4.174562881401602e-06, "epoch": 1.8279326802310978, "percentage": 60.91, "elapsed_time": "1:27:23", "remaining_time": "0:56:04"} | |
| {"current_steps": 460, "total_steps": 747, "loss": 0.0773, "lr": 4.130718528195303e-06, "epoch": 1.8480281336347653, "percentage": 61.58, "elapsed_time": "1:29:09", "remaining_time": "0:55:37"} | |
| {"current_steps": 465, "total_steps": 747, "loss": 0.0489, "lr": 4.085983210409114e-06, "epoch": 1.8681235870384325, "percentage": 62.25, "elapsed_time": "1:30:53", "remaining_time": "0:55:07"} | |
| {"current_steps": 470, "total_steps": 747, "loss": 0.0626, "lr": 4.040381369774045e-06, "epoch": 1.8882190404421, "percentage": 62.92, "elapsed_time": "1:32:32", "remaining_time": "0:54:32"} | |
| {"current_steps": 475, "total_steps": 747, "loss": 0.0552, "lr": 3.993937921457292e-06, "epoch": 1.9083144938457672, "percentage": 63.59, "elapsed_time": "1:34:15", "remaining_time": "0:53:58"} | |
| {"current_steps": 480, "total_steps": 747, "loss": 0.0566, "lr": 3.946678240449515e-06, "epoch": 1.9284099472494347, "percentage": 64.26, "elapsed_time": "1:36:01", "remaining_time": "0:53:24"} | |
| {"current_steps": 485, "total_steps": 747, "loss": 0.0536, "lr": 3.898628147700869e-06, "epoch": 1.9485054006531022, "percentage": 64.93, "elapsed_time": "1:37:43", "remaining_time": "0:52:47"} | |
| {"current_steps": 490, "total_steps": 747, "loss": 0.05, "lr": 3.849813896013392e-06, "epoch": 1.9686008540567697, "percentage": 65.6, "elapsed_time": "1:39:24", "remaining_time": "0:52:08"} | |
| {"current_steps": 495, "total_steps": 747, "loss": 0.0586, "lr": 3.8002621556974367e-06, "epoch": 1.9886963074604371, "percentage": 66.27, "elapsed_time": "1:41:08", "remaining_time": "0:51:29"} | |
| {"current_steps": 500, "total_steps": 747, "loss": 0.06, "lr": 3.7500000000000005e-06, "epoch": 2.008038181361467, "percentage": 66.93, "elapsed_time": "1:42:47", "remaining_time": "0:50:46"} | |
| {"current_steps": 505, "total_steps": 747, "loss": 0.045, "lr": 3.699054890312892e-06, "epoch": 2.028133634765134, "percentage": 67.6, "elapsed_time": "1:44:32", "remaining_time": "0:50:05"} | |
| {"current_steps": 510, "total_steps": 747, "loss": 0.0411, "lr": 3.6474546611688446e-06, "epoch": 2.0482290881688017, "percentage": 68.27, "elapsed_time": "1:46:13", "remaining_time": "0:49:21"} | |
| {"current_steps": 515, "total_steps": 747, "loss": 0.0445, "lr": 3.595227505033747e-06, "epoch": 2.068324541572469, "percentage": 68.94, "elapsed_time": "1:47:54", "remaining_time": "0:48:36"} | |
| {"current_steps": 520, "total_steps": 747, "loss": 0.0435, "lr": 3.542401956903321e-06, "epoch": 2.0884199949761366, "percentage": 69.61, "elapsed_time": "1:49:34", "remaining_time": "0:47:50"} | |
| {"current_steps": 525, "total_steps": 747, "loss": 0.0425, "lr": 3.4890068787126475e-06, "epoch": 2.108515448379804, "percentage": 70.28, "elapsed_time": "1:51:19", "remaining_time": "0:47:04"} | |
| {"current_steps": 530, "total_steps": 747, "loss": 0.0457, "lr": 3.4350714435670706e-06, "epoch": 2.1286109017834716, "percentage": 70.95, "elapsed_time": "1:53:00", "remaining_time": "0:46:16"} | |
| {"current_steps": 535, "total_steps": 747, "loss": 0.0451, "lr": 3.3806251198030843e-06, "epoch": 2.148706355187139, "percentage": 71.62, "elapsed_time": "1:54:42", "remaining_time": "0:45:27"} | |
| {"current_steps": 540, "total_steps": 747, "loss": 0.0399, "lr": 3.3256976548879183e-06, "epoch": 2.1688018085908065, "percentage": 72.29, "elapsed_time": "1:56:21", "remaining_time": "0:44:36"} | |
| {"current_steps": 545, "total_steps": 747, "loss": 0.044, "lr": 3.2703190591666174e-06, "epoch": 2.188897261994474, "percentage": 72.96, "elapsed_time": "1:58:04", "remaining_time": "0:43:45"} | |
| {"current_steps": 550, "total_steps": 747, "loss": 0.0475, "lr": 3.2145195894654947e-06, "epoch": 2.208992715398141, "percentage": 73.63, "elapsed_time": "1:59:40", "remaining_time": "0:42:51"} | |
| {"current_steps": 555, "total_steps": 747, "loss": 0.0388, "lr": 3.1583297325609117e-06, "epoch": 2.2290881688018085, "percentage": 74.3, "elapsed_time": "2:01:23", "remaining_time": "0:41:59"} | |
| {"current_steps": 560, "total_steps": 747, "loss": 0.0397, "lr": 3.1017801885224332e-06, "epoch": 2.249183622205476, "percentage": 74.97, "elapsed_time": "2:03:07", "remaining_time": "0:41:06"} | |
| {"current_steps": 565, "total_steps": 747, "loss": 0.0416, "lr": 3.0449018539394274e-06, "epoch": 2.2692790756091434, "percentage": 75.64, "elapsed_time": "2:04:45", "remaining_time": "0:40:11"} | |
| {"current_steps": 570, "total_steps": 747, "loss": 0.0446, "lr": 2.9877258050403214e-06, "epoch": 2.289374529012811, "percentage": 76.31, "elapsed_time": "2:06:28", "remaining_time": "0:39:16"} | |
| {"current_steps": 575, "total_steps": 747, "loss": 0.0401, "lr": 2.93028328071368e-06, "epoch": 2.3094699824164784, "percentage": 76.97, "elapsed_time": "2:08:11", "remaining_time": "0:38:20"} | |
| {"current_steps": 580, "total_steps": 747, "loss": 0.038, "lr": 2.872605665440436e-06, "epoch": 2.329565435820146, "percentage": 77.64, "elapsed_time": "2:09:55", "remaining_time": "0:37:24"} | |
| {"current_steps": 585, "total_steps": 747, "loss": 0.0417, "lr": 2.814724472146564e-06, "epoch": 2.349660889223813, "percentage": 78.31, "elapsed_time": "2:11:40", "remaining_time": "0:36:27"} | |
| {"current_steps": 590, "total_steps": 747, "loss": 0.0454, "lr": 2.7566713249855715e-06, "epoch": 2.3697563426274804, "percentage": 78.98, "elapsed_time": "2:13:22", "remaining_time": "0:35:29"} | |
| {"current_steps": 595, "total_steps": 747, "loss": 0.044, "lr": 2.6984779420602324e-06, "epoch": 2.389851796031148, "percentage": 79.65, "elapsed_time": "2:15:04", "remaining_time": "0:34:30"} | |
| {"current_steps": 600, "total_steps": 747, "loss": 0.0411, "lr": 2.6401761180929798e-06, "epoch": 2.4099472494348153, "percentage": 80.32, "elapsed_time": "2:16:46", "remaining_time": "0:33:30"} | |
| {"current_steps": 605, "total_steps": 747, "loss": 0.0417, "lr": 2.5817977070544408e-06, "epoch": 2.430042702838483, "percentage": 80.99, "elapsed_time": "2:19:24", "remaining_time": "0:32:43"} | |
| {"current_steps": 610, "total_steps": 747, "loss": 0.0466, "lr": 2.5233746047595984e-06, "epoch": 2.4501381562421503, "percentage": 81.66, "elapsed_time": "2:21:07", "remaining_time": "0:31:41"} | |
| {"current_steps": 615, "total_steps": 747, "loss": 0.044, "lr": 2.464938731441095e-06, "epoch": 2.4702336096458177, "percentage": 82.33, "elapsed_time": "2:22:46", "remaining_time": "0:30:38"} | |
| {"current_steps": 620, "total_steps": 747, "loss": 0.0397, "lr": 2.4065220143091863e-06, "epoch": 2.490329063049485, "percentage": 83.0, "elapsed_time": "2:24:25", "remaining_time": "0:29:35"} | |
| {"current_steps": 625, "total_steps": 747, "loss": 0.0435, "lr": 2.348156370107897e-06, "epoch": 2.5104245164531527, "percentage": 83.67, "elapsed_time": "2:26:04", "remaining_time": "0:28:30"} | |
| {"current_steps": 630, "total_steps": 747, "loss": 0.0425, "lr": 2.2898736876768816e-06, "epoch": 2.5305199698568197, "percentage": 84.34, "elapsed_time": "2:27:47", "remaining_time": "0:27:26"} | |
| {"current_steps": 635, "total_steps": 747, "loss": 0.044, "lr": 2.231705810528534e-06, "epoch": 2.550615423260487, "percentage": 85.01, "elapsed_time": "2:29:29", "remaining_time": "0:26:22"} | |
| {"current_steps": 640, "total_steps": 747, "loss": 0.0409, "lr": 2.173684519449872e-06, "epoch": 2.5707108766641547, "percentage": 85.68, "elapsed_time": "2:31:10", "remaining_time": "0:25:16"} | |
| {"current_steps": 645, "total_steps": 747, "loss": 0.0405, "lr": 2.1158415151386746e-06, "epoch": 2.590806330067822, "percentage": 86.35, "elapsed_time": "2:32:49", "remaining_time": "0:24:09"} | |
| {"current_steps": 650, "total_steps": 747, "loss": 0.0388, "lr": 2.0582084008834003e-06, "epoch": 2.6109017834714896, "percentage": 87.01, "elapsed_time": "2:34:32", "remaining_time": "0:23:03"} | |
| {"current_steps": 655, "total_steps": 747, "loss": 0.0412, "lr": 2.000816665296302e-06, "epoch": 2.630997236875157, "percentage": 87.68, "elapsed_time": "2:36:16", "remaining_time": "0:21:56"} | |
| {"current_steps": 660, "total_steps": 747, "loss": 0.0406, "lr": 1.9436976651092143e-06, "epoch": 2.6510926902788245, "percentage": 88.35, "elapsed_time": "2:37:56", "remaining_time": "0:20:49"} | |
| {"current_steps": 665, "total_steps": 747, "loss": 0.0414, "lr": 1.8868826080413876e-06, "epoch": 2.6711881436824916, "percentage": 89.02, "elapsed_time": "2:39:41", "remaining_time": "0:19:41"} | |
| {"current_steps": 670, "total_steps": 747, "loss": 0.0405, "lr": 1.8304025357487427e-06, "epoch": 2.6912835970861595, "percentage": 89.69, "elapsed_time": "2:41:23", "remaining_time": "0:18:32"} | |
| {"current_steps": 675, "total_steps": 747, "loss": 0.0413, "lr": 1.7742883068638447e-06, "epoch": 2.7113790504898265, "percentage": 90.36, "elapsed_time": "2:43:07", "remaining_time": "0:17:23"} | |
| {"current_steps": 680, "total_steps": 747, "loss": 0.0431, "lr": 1.7185705801358892e-06, "epoch": 2.731474503893494, "percentage": 91.03, "elapsed_time": "2:44:46", "remaining_time": "0:16:14"} | |
| {"current_steps": 685, "total_steps": 747, "loss": 0.0481, "lr": 1.6632797976798887e-06, "epoch": 2.7515699572971615, "percentage": 91.7, "elapsed_time": "2:46:27", "remaining_time": "0:15:03"} | |
| {"current_steps": 690, "total_steps": 747, "loss": 0.0449, "lr": 1.6084461683442176e-06, "epoch": 2.771665410700829, "percentage": 92.37, "elapsed_time": "2:48:07", "remaining_time": "0:13:53"} | |
| {"current_steps": 695, "total_steps": 747, "loss": 0.0401, "lr": 1.5540996512056164e-06, "epoch": 2.7917608641044964, "percentage": 93.04, "elapsed_time": "2:49:52", "remaining_time": "0:12:42"} | |
| {"current_steps": 700, "total_steps": 747, "loss": 0.036, "lr": 1.500269939200648e-06, "epoch": 2.811856317508164, "percentage": 93.71, "elapsed_time": "2:51:37", "remaining_time": "0:11:31"} | |
| {"current_steps": 705, "total_steps": 747, "loss": 0.0428, "lr": 1.446986442902574e-06, "epoch": 2.8319517709118314, "percentage": 94.38, "elapsed_time": "2:53:22", "remaining_time": "0:10:19"} | |
| {"current_steps": 710, "total_steps": 747, "loss": 0.0412, "lr": 1.3942782744524974e-06, "epoch": 2.8520472243154984, "percentage": 95.05, "elapsed_time": "2:55:00", "remaining_time": "0:09:07"} | |
| {"current_steps": 715, "total_steps": 747, "loss": 0.042, "lr": 1.342174231653564e-06, "epoch": 2.8721426777191663, "percentage": 95.72, "elapsed_time": "2:56:43", "remaining_time": "0:07:54"} | |
| {"current_steps": 720, "total_steps": 747, "loss": 0.0356, "lr": 1.2907027822369006e-06, "epoch": 2.8922381311228333, "percentage": 96.39, "elapsed_time": "2:58:24", "remaining_time": "0:06:41"} | |
| {"current_steps": 725, "total_steps": 747, "loss": 0.0359, "lr": 1.2398920483078939e-06, "epoch": 2.912333584526501, "percentage": 97.05, "elapsed_time": "3:00:08", "remaining_time": "0:05:27"} | |
| {"current_steps": 730, "total_steps": 747, "loss": 0.0406, "lr": 1.1897697909813058e-06, "epoch": 2.9324290379301683, "percentage": 97.72, "elapsed_time": "3:01:50", "remaining_time": "0:04:14"} | |
| {"current_steps": 735, "total_steps": 747, "loss": 0.0397, "lr": 1.140363395213629e-06, "epoch": 2.9525244913338358, "percentage": 98.39, "elapsed_time": "3:03:32", "remaining_time": "0:02:59"} | |
| {"current_steps": 740, "total_steps": 747, "loss": 0.0363, "lr": 1.0916998548409449e-06, "epoch": 2.9726199447375032, "percentage": 99.06, "elapsed_time": "3:05:16", "remaining_time": "0:01:45"} | |
| {"current_steps": 745, "total_steps": 747, "loss": 0.0365, "lr": 1.043805757830495e-06, "epoch": 2.9927153981411707, "percentage": 99.73, "elapsed_time": "3:07:00", "remaining_time": "0:00:30"} | |
| {"current_steps": 747, "total_steps": 747, "epoch": 3.0, "percentage": 100.0, "elapsed_time": "3:08:25", "remaining_time": "0:00:00"} | |