Text Generation
Transformers
Safetensors
gemma2
llama-factory
full
Generated from Trainer
conversational
text-generation-inference
Instructions to use tzchen07/g2_X9d with libraries, inference providers, notebooks, and local apps. Follow these links to get started.
- Libraries
- Transformers
How to use tzchen07/g2_X9d with Transformers:
# Use a pipeline as a high-level helper from transformers import pipeline pipe = pipeline("text-generation", model="tzchen07/g2_X9d") messages = [ {"role": "user", "content": "Who are you?"}, ] pipe(messages)# Load model directly from transformers import AutoTokenizer, AutoModelForCausalLM tokenizer = AutoTokenizer.from_pretrained("tzchen07/g2_X9d") model = AutoModelForCausalLM.from_pretrained("tzchen07/g2_X9d") 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_X9d with vLLM:
Install from pip and serve model
# Install vLLM from pip: pip install vllm # Start the vLLM server: vllm serve "tzchen07/g2_X9d" # 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_X9d", "messages": [ { "role": "user", "content": "What is the capital of France?" } ] }'Use Docker
docker model run hf.co/tzchen07/g2_X9d
- SGLang
How to use tzchen07/g2_X9d 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_X9d" \ --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_X9d", "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_X9d" \ --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_X9d", "messages": [ { "role": "user", "content": "What is the capital of France?" } ] }' - Docker Model Runner
How to use tzchen07/g2_X9d with Docker Model Runner:
docker model run hf.co/tzchen07/g2_X9d
| {"current_steps": 5, "total_steps": 436, "loss": 2.8685, "lr": 4.5454545454545457e-07, "epoch": 0.02298190175237001, "percentage": 1.15, "elapsed_time": "0:01:31", "remaining_time": "2:11:32"} | |
| {"current_steps": 10, "total_steps": 436, "loss": 2.4334, "lr": 1.0227272727272729e-06, "epoch": 0.04596380350474002, "percentage": 2.29, "elapsed_time": "0:03:07", "remaining_time": "2:12:56"} | |
| {"current_steps": 15, "total_steps": 436, "loss": 1.5038, "lr": 1.590909090909091e-06, "epoch": 0.06894570525711002, "percentage": 3.44, "elapsed_time": "0:04:41", "remaining_time": "2:11:50"} | |
| {"current_steps": 20, "total_steps": 436, "loss": 0.9891, "lr": 2.1590909090909092e-06, "epoch": 0.09192760700948004, "percentage": 4.59, "elapsed_time": "0:06:16", "remaining_time": "2:10:39"} | |
| {"current_steps": 25, "total_steps": 436, "loss": 0.6429, "lr": 2.7272727272727272e-06, "epoch": 0.11490950876185005, "percentage": 5.73, "elapsed_time": "0:07:51", "remaining_time": "2:09:04"} | |
| {"current_steps": 30, "total_steps": 436, "loss": 0.4224, "lr": 3.2954545454545456e-06, "epoch": 0.13789141051422005, "percentage": 6.88, "elapsed_time": "0:09:24", "remaining_time": "2:07:22"} | |
| {"current_steps": 35, "total_steps": 436, "loss": 0.2885, "lr": 3.863636363636364e-06, "epoch": 0.16087331226659007, "percentage": 8.03, "elapsed_time": "0:10:56", "remaining_time": "2:05:25"} | |
| {"current_steps": 40, "total_steps": 436, "loss": 0.2805, "lr": 4.4318181818181824e-06, "epoch": 0.18385521401896007, "percentage": 9.17, "elapsed_time": "0:12:28", "remaining_time": "2:03:25"} | |
| {"current_steps": 45, "total_steps": 436, "loss": 0.2345, "lr": 5e-06, "epoch": 0.20683711577133007, "percentage": 10.32, "elapsed_time": "0:14:01", "remaining_time": "2:01:49"} | |
| {"current_steps": 50, "total_steps": 436, "loss": 0.2352, "lr": 4.9979931287121e-06, "epoch": 0.2298190175237001, "percentage": 11.47, "elapsed_time": "0:15:35", "remaining_time": "2:00:22"} | |
| {"current_steps": 55, "total_steps": 436, "loss": 0.1625, "lr": 4.9919757368742895e-06, "epoch": 0.25280091927607007, "percentage": 12.61, "elapsed_time": "0:17:08", "remaining_time": "1:58:47"} | |
| {"current_steps": 60, "total_steps": 436, "loss": 0.143, "lr": 4.981957485391297e-06, "epoch": 0.2757828210284401, "percentage": 13.76, "elapsed_time": "0:18:41", "remaining_time": "1:57:07"} | |
| {"current_steps": 65, "total_steps": 436, "loss": 0.128, "lr": 4.967954458536126e-06, "epoch": 0.2987647227808101, "percentage": 14.91, "elapsed_time": "0:20:13", "remaining_time": "1:55:27"} | |
| {"current_steps": 70, "total_steps": 436, "loss": 0.1505, "lr": 4.949989138126809e-06, "epoch": 0.32174662453318015, "percentage": 16.06, "elapsed_time": "0:21:48", "remaining_time": "1:54:02"} | |
| {"current_steps": 75, "total_steps": 436, "loss": 0.1428, "lr": 4.92809036743191e-06, "epoch": 0.3447285262855501, "percentage": 17.2, "elapsed_time": "0:23:26", "remaining_time": "1:52:47"} | |
| {"current_steps": 80, "total_steps": 436, "loss": 0.1279, "lr": 4.9022933048627496e-06, "epoch": 0.36771042803792015, "percentage": 18.35, "elapsed_time": "0:24:56", "remaining_time": "1:51:01"} | |
| {"current_steps": 85, "total_steps": 436, "loss": 0.0818, "lr": 4.872639367526672e-06, "epoch": 0.39069232979029017, "percentage": 19.5, "elapsed_time": "0:26:32", "remaining_time": "1:49:36"} | |
| {"current_steps": 90, "total_steps": 436, "loss": 0.0947, "lr": 4.839176164732009e-06, "epoch": 0.41367423154266014, "percentage": 20.64, "elapsed_time": "0:28:04", "remaining_time": "1:47:55"} | |
| {"current_steps": 95, "total_steps": 436, "loss": 0.0959, "lr": 4.8019574215514705e-06, "epoch": 0.43665613329503017, "percentage": 21.79, "elapsed_time": "0:29:38", "remaining_time": "1:46:24"} | |
| {"current_steps": 100, "total_steps": 436, "loss": 0.1278, "lr": 4.761042892566707e-06, "epoch": 0.4596380350474002, "percentage": 22.94, "elapsed_time": "0:31:10", "remaining_time": "1:44:45"} | |
| {"current_steps": 105, "total_steps": 436, "loss": 0.0699, "lr": 4.716498265932501e-06, "epoch": 0.48261993679977017, "percentage": 24.08, "elapsed_time": "0:32:44", "remaining_time": "1:43:12"} | |
| {"current_steps": 110, "total_steps": 436, "loss": 0.1004, "lr": 4.668395057914627e-06, "epoch": 0.5056018385521401, "percentage": 25.23, "elapsed_time": "0:34:15", "remaining_time": "1:41:30"} | |
| {"current_steps": 115, "total_steps": 436, "loss": 0.0795, "lr": 4.6168104980707105e-06, "epoch": 0.5285837403045102, "percentage": 26.38, "elapsed_time": "0:35:48", "remaining_time": "1:39:57"} | |
| {"current_steps": 120, "total_steps": 436, "loss": 0.0964, "lr": 4.56182740525839e-06, "epoch": 0.5515656420568802, "percentage": 27.52, "elapsed_time": "0:37:22", "remaining_time": "1:38:24"} | |
| {"current_steps": 125, "total_steps": 436, "loss": 0.1205, "lr": 4.5035340546698915e-06, "epoch": 0.5745475438092502, "percentage": 28.67, "elapsed_time": "0:38:54", "remaining_time": "1:36:48"} | |
| {"current_steps": 130, "total_steps": 436, "loss": 0.1459, "lr": 4.442024036106476e-06, "epoch": 0.5975294455616202, "percentage": 29.82, "elapsed_time": "0:40:25", "remaining_time": "1:35:10"} | |
| {"current_steps": 135, "total_steps": 436, "loss": 0.0792, "lr": 4.3773961037202784e-06, "epoch": 0.6205113473139903, "percentage": 30.96, "elapsed_time": "0:41:58", "remaining_time": "1:33:34"} | |
| {"current_steps": 140, "total_steps": 436, "loss": 0.1066, "lr": 4.309754017464823e-06, "epoch": 0.6434932490663603, "percentage": 32.11, "elapsed_time": "0:43:29", "remaining_time": "1:31:57"} | |
| {"current_steps": 145, "total_steps": 436, "loss": 0.0849, "lr": 4.239206376508716e-06, "epoch": 0.6664751508187302, "percentage": 33.26, "elapsed_time": "0:44:57", "remaining_time": "1:30:14"} | |
| {"current_steps": 150, "total_steps": 436, "loss": 0.0861, "lr": 4.1658664448800105e-06, "epoch": 0.6894570525711002, "percentage": 34.4, "elapsed_time": "0:46:33", "remaining_time": "1:28:45"} | |
| {"current_steps": 155, "total_steps": 436, "loss": 0.0766, "lr": 4.089851969621138e-06, "epoch": 0.7124389543234703, "percentage": 35.55, "elapsed_time": "0:48:02", "remaining_time": "1:27:04"} | |
| {"current_steps": 160, "total_steps": 436, "loss": 0.0711, "lr": 4.0112849917463905e-06, "epoch": 0.7354208560758403, "percentage": 36.7, "elapsed_time": "0:49:35", "remaining_time": "1:25:33"} | |
| {"current_steps": 165, "total_steps": 436, "loss": 0.123, "lr": 3.930291650305424e-06, "epoch": 0.7584027578282103, "percentage": 37.84, "elapsed_time": "0:51:06", "remaining_time": "1:23:55"} | |
| {"current_steps": 170, "total_steps": 436, "loss": 0.1239, "lr": 3.847001979867401e-06, "epoch": 0.7813846595805803, "percentage": 38.99, "elapsed_time": "0:52:41", "remaining_time": "1:22:26"} | |
| {"current_steps": 175, "total_steps": 436, "loss": 0.0938, "lr": 3.761549701750865e-06, "epoch": 0.8043665613329503, "percentage": 40.14, "elapsed_time": "0:54:17", "remaining_time": "1:20:57"} | |
| {"current_steps": 180, "total_steps": 436, "loss": 0.0886, "lr": 3.6740720093345646e-06, "epoch": 0.8273484630853203, "percentage": 41.28, "elapsed_time": "0:55:53", "remaining_time": "1:19:29"} | |
| {"current_steps": 185, "total_steps": 436, "loss": 0.0995, "lr": 3.5847093477938955e-06, "epoch": 0.8503303648376903, "percentage": 42.43, "elapsed_time": "0:57:24", "remaining_time": "1:17:53"} | |
| {"current_steps": 190, "total_steps": 436, "loss": 0.0884, "lr": 3.4936051886165825e-06, "epoch": 0.8733122665900603, "percentage": 43.58, "elapsed_time": "0:58:58", "remaining_time": "1:16:21"} | |
| {"current_steps": 195, "total_steps": 436, "loss": 0.0776, "lr": 3.400905799259634e-06, "epoch": 0.8962941683424304, "percentage": 44.72, "elapsed_time": "1:00:30", "remaining_time": "1:14:46"} | |
| {"current_steps": 200, "total_steps": 436, "loss": 0.0829, "lr": 3.3067600083173752e-06, "epoch": 0.9192760700948004, "percentage": 45.87, "elapsed_time": "1:02:04", "remaining_time": "1:13:14"} | |
| {"current_steps": 205, "total_steps": 436, "loss": 0.0766, "lr": 3.2113189665775812e-06, "epoch": 0.9422579718471703, "percentage": 47.02, "elapsed_time": "1:08:41", "remaining_time": "1:17:23"} | |
| {"current_steps": 210, "total_steps": 436, "loss": 0.0781, "lr": 3.1147359043493365e-06, "epoch": 0.9652398735995403, "percentage": 48.17, "elapsed_time": "1:10:14", "remaining_time": "1:15:35"} | |
| {"current_steps": 215, "total_steps": 436, "loss": 0.0705, "lr": 3.0171658854522274e-06, "epoch": 0.9882217753519104, "percentage": 49.31, "elapsed_time": "1:11:45", "remaining_time": "1:13:45"} | |
| {"current_steps": 220, "total_steps": 436, "loss": 0.0635, "lr": 2.9187655582618413e-06, "epoch": 1.009192760700948, "percentage": 50.46, "elapsed_time": "1:13:09", "remaining_time": "1:11:49"} | |
| {"current_steps": 225, "total_steps": 436, "loss": 0.0557, "lr": 2.8196929042112652e-06, "epoch": 1.032174662453318, "percentage": 51.61, "elapsed_time": "1:14:44", "remaining_time": "1:10:05"} | |
| {"current_steps": 230, "total_steps": 436, "loss": 0.051, "lr": 2.720106984152364e-06, "epoch": 1.055156564205688, "percentage": 52.75, "elapsed_time": "1:16:19", "remaining_time": "1:08:21"} | |
| {"current_steps": 235, "total_steps": 436, "loss": 0.0687, "lr": 2.620167682984052e-06, "epoch": 1.078138465958058, "percentage": 53.9, "elapsed_time": "1:17:49", "remaining_time": "1:06:33"} | |
| {"current_steps": 240, "total_steps": 436, "loss": 0.0565, "lr": 2.5200354529575693e-06, "epoch": 1.101120367710428, "percentage": 55.05, "elapsed_time": "1:19:23", "remaining_time": "1:04:50"} | |
| {"current_steps": 245, "total_steps": 436, "loss": 0.0769, "lr": 2.4198710560708623e-06, "epoch": 1.124102269462798, "percentage": 56.19, "elapsed_time": "1:20:54", "remaining_time": "1:03:04"} | |
| {"current_steps": 250, "total_steps": 436, "loss": 0.0568, "lr": 2.3198353059656763e-06, "epoch": 1.147084171215168, "percentage": 57.34, "elapsed_time": "1:22:26", "remaining_time": "1:01:20"} | |
| {"current_steps": 255, "total_steps": 436, "loss": 0.0504, "lr": 2.2200888097417308e-06, "epoch": 1.170066072967538, "percentage": 58.49, "elapsed_time": "1:23:58", "remaining_time": "0:59:36"} | |
| {"current_steps": 260, "total_steps": 436, "loss": 0.0533, "lr": 2.120791710102499e-06, "epoch": 1.193047974719908, "percentage": 59.63, "elapsed_time": "1:25:32", "remaining_time": "0:57:54"} | |
| {"current_steps": 265, "total_steps": 436, "loss": 0.0565, "lr": 2.02210342824657e-06, "epoch": 1.2160298764722781, "percentage": 60.78, "elapsed_time": "1:27:03", "remaining_time": "0:56:10"} | |
| {"current_steps": 270, "total_steps": 436, "loss": 0.0554, "lr": 1.924182407917391e-06, "epoch": 1.2390117782246481, "percentage": 61.93, "elapsed_time": "1:28:37", "remaining_time": "0:54:29"} | |
| {"current_steps": 275, "total_steps": 436, "loss": 0.0612, "lr": 1.827185861022308e-06, "epoch": 1.2619936799770182, "percentage": 63.07, "elapsed_time": "1:30:09", "remaining_time": "0:52:47"} | |
| {"current_steps": 280, "total_steps": 436, "loss": 0.0494, "lr": 1.7312695152293112e-06, "epoch": 1.284975581729388, "percentage": 64.22, "elapsed_time": "1:31:44", "remaining_time": "0:51:06"} | |
| {"current_steps": 285, "total_steps": 436, "loss": 0.0594, "lr": 1.6365873639467314e-06, "epoch": 1.3079574834817582, "percentage": 65.37, "elapsed_time": "1:33:14", "remaining_time": "0:49:24"} | |
| {"current_steps": 290, "total_steps": 436, "loss": 0.0566, "lr": 1.5432914190872757e-06, "epoch": 1.330939385234128, "percentage": 66.51, "elapsed_time": "1:34:50", "remaining_time": "0:47:44"} | |
| {"current_steps": 295, "total_steps": 436, "loss": 0.0532, "lr": 1.4515314670133582e-06, "epoch": 1.353921286986498, "percentage": 67.66, "elapsed_time": "1:36:21", "remaining_time": "0:46:03"} | |
| {"current_steps": 300, "total_steps": 436, "loss": 0.0642, "lr": 1.3614548280555351e-06, "epoch": 1.376903188738868, "percentage": 68.81, "elapsed_time": "1:37:54", "remaining_time": "0:44:23"} | |
| {"current_steps": 305, "total_steps": 436, "loss": 0.0596, "lr": 1.2732061199901563e-06, "epoch": 1.399885090491238, "percentage": 69.95, "elapsed_time": "1:39:30", "remaining_time": "0:42:44"} | |
| {"current_steps": 310, "total_steps": 436, "loss": 0.0463, "lr": 1.1869270258559477e-06, "epoch": 1.4228669922436081, "percentage": 71.1, "elapsed_time": "1:41:07", "remaining_time": "0:41:06"} | |
| {"current_steps": 315, "total_steps": 436, "loss": 0.0564, "lr": 1.1027560664823208e-06, "epoch": 1.4458488939959782, "percentage": 72.25, "elapsed_time": "1:42:41", "remaining_time": "0:39:26"} | |
| {"current_steps": 320, "total_steps": 436, "loss": 0.0589, "lr": 1.020828378094592e-06, "epoch": 1.4688307957483482, "percentage": 73.39, "elapsed_time": "1:44:15", "remaining_time": "0:37:47"} | |
| {"current_steps": 325, "total_steps": 436, "loss": 0.0571, "lr": 9.412754953531664e-07, "epoch": 1.4918126975007182, "percentage": 74.54, "elapsed_time": "1:45:49", "remaining_time": "0:36:08"} | |
| {"current_steps": 330, "total_steps": 436, "loss": 0.0597, "lr": 8.642251401750395e-07, "epoch": 1.5147945992530882, "percentage": 75.69, "elapsed_time": "1:47:21", "remaining_time": "0:34:28"} | |
| {"current_steps": 335, "total_steps": 436, "loss": 0.0603, "lr": 7.898010166766348e-07, "epoch": 1.537776501005458, "percentage": 76.83, "elapsed_time": "1:48:54", "remaining_time": "0:32:50"} | |
| {"current_steps": 340, "total_steps": 436, "loss": 0.0517, "lr": 7.181226125672142e-07, "epoch": 1.5607584027578283, "percentage": 77.98, "elapsed_time": "1:50:28", "remaining_time": "0:31:11"} | |
| {"current_steps": 345, "total_steps": 436, "loss": 0.0518, "lr": 6.493050073117115e-07, "epoch": 1.583740304510198, "percentage": 79.13, "elapsed_time": "1:52:01", "remaining_time": "0:29:32"} | |
| {"current_steps": 350, "total_steps": 436, "loss": 0.0594, "lr": 5.83458687371e-07, "epoch": 1.6067222062625683, "percentage": 80.28, "elapsed_time": "1:53:33", "remaining_time": "0:27:54"} | |
| {"current_steps": 355, "total_steps": 436, "loss": 0.0531, "lr": 5.20689368816201e-07, "epoch": 1.6297041080149381, "percentage": 81.42, "elapsed_time": "1:55:08", "remaining_time": "0:26:16"} | |
| {"current_steps": 360, "total_steps": 436, "loss": 0.0516, "lr": 4.610978276018496e-07, "epoch": 1.6526860097673084, "percentage": 82.57, "elapsed_time": "1:56:42", "remaining_time": "0:24:38"} | |
| {"current_steps": 365, "total_steps": 436, "loss": 0.0491, "lr": 4.0477973777039854e-07, "epoch": 1.6756679115196782, "percentage": 83.72, "elapsed_time": "1:58:15", "remaining_time": "0:23:00"} | |
| {"current_steps": 370, "total_steps": 436, "loss": 0.0447, "lr": 3.518255178478247e-07, "epoch": 1.6986498132720482, "percentage": 84.86, "elapsed_time": "1:59:45", "remaining_time": "0:21:21"} | |
| {"current_steps": 375, "total_steps": 436, "loss": 0.0525, "lr": 3.02320185676957e-07, "epoch": 1.7216317150244183, "percentage": 86.01, "elapsed_time": "2:01:20", "remaining_time": "0:19:44"} | |
| {"current_steps": 380, "total_steps": 436, "loss": 0.0455, "lr": 2.563432219215814e-07, "epoch": 1.7446136167767883, "percentage": 87.16, "elapsed_time": "2:02:51", "remaining_time": "0:18:06"} | |
| {"current_steps": 385, "total_steps": 436, "loss": 0.0497, "lr": 2.1396844246046904e-07, "epoch": 1.7675955185291583, "percentage": 88.3, "elapsed_time": "2:04:26", "remaining_time": "0:16:29"} | |
| {"current_steps": 390, "total_steps": 436, "loss": 0.0453, "lr": 1.7526387987620602e-07, "epoch": 1.7905774202815283, "percentage": 89.45, "elapsed_time": "2:06:01", "remaining_time": "0:14:51"} | |
| {"current_steps": 395, "total_steps": 436, "loss": 0.0539, "lr": 1.4029167422908107e-07, "epoch": 1.8135593220338984, "percentage": 90.6, "elapsed_time": "2:07:37", "remaining_time": "0:13:14"} | |
| {"current_steps": 400, "total_steps": 436, "loss": 0.0541, "lr": 1.0910797329140466e-07, "epoch": 1.8365412237862682, "percentage": 91.74, "elapsed_time": "2:09:08", "remaining_time": "0:11:37"} | |
| {"current_steps": 405, "total_steps": 436, "loss": 0.0535, "lr": 8.176284240242638e-08, "epoch": 1.8595231255386384, "percentage": 92.89, "elapsed_time": "2:14:34", "remaining_time": "0:10:18"} | |
| {"current_steps": 410, "total_steps": 436, "loss": 0.0454, "lr": 5.830018408858246e-08, "epoch": 1.8825050272910082, "percentage": 94.04, "elapsed_time": "2:16:08", "remaining_time": "0:08:37"} | |
| {"current_steps": 415, "total_steps": 436, "loss": 0.0531, "lr": 3.8757667578119e-08, "epoch": 1.9054869290433785, "percentage": 95.18, "elapsed_time": "2:17:43", "remaining_time": "0:06:58"} | |
| {"current_steps": 420, "total_steps": 436, "loss": 0.0534, "lr": 2.31666683232587e-08, "epoch": 1.9284688307957483, "percentage": 96.33, "elapsed_time": "2:19:14", "remaining_time": "0:05:18"} | |
| {"current_steps": 425, "total_steps": 436, "loss": 0.046, "lr": 1.1552217627004426e-08, "epoch": 1.9514507325481185, "percentage": 97.48, "elapsed_time": "2:20:46", "remaining_time": "0:03:38"} | |
| {"current_steps": 430, "total_steps": 436, "loss": 0.0488, "lr": 3.932962455458489e-09, "epoch": 1.9744326343004883, "percentage": 98.62, "elapsed_time": "2:22:18", "remaining_time": "0:01:59"} | |
| {"current_steps": 435, "total_steps": 436, "loss": 0.0515, "lr": 3.2113550017198734e-10, "epoch": 1.9974145360528583, "percentage": 99.77, "elapsed_time": "2:23:51", "remaining_time": "0:00:19"} | |
| {"current_steps": 436, "total_steps": 436, "epoch": 2.0, "percentage": 100.0, "elapsed_time": "2:31:39", "remaining_time": "0:00:00"} | |