Text Generation
Transformers
TensorBoard
Safetensors
qwen3
llama-factory
full
Generated from Trainer
conversational
text-generation-inference
Instructions to use lldois/v13_rec_cot_focus_lr2e5 with libraries, inference providers, notebooks, and local apps. Follow these links to get started.
- Libraries
- Transformers
How to use lldois/v13_rec_cot_focus_lr2e5 with Transformers:
# Use a pipeline as a high-level helper from transformers import pipeline pipe = pipeline("text-generation", model="lldois/v13_rec_cot_focus_lr2e5") messages = [ {"role": "user", "content": "Who are you?"}, ] pipe(messages)# Load model directly from transformers import AutoTokenizer, AutoModelForCausalLM tokenizer = AutoTokenizer.from_pretrained("lldois/v13_rec_cot_focus_lr2e5") model = AutoModelForCausalLM.from_pretrained("lldois/v13_rec_cot_focus_lr2e5", 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=40) print(tokenizer.decode(outputs[0][inputs["input_ids"].shape[-1]:])) - Notebooks
- Google Colab
- Kaggle
- Local Apps Settings
- vLLM
How to use lldois/v13_rec_cot_focus_lr2e5 with vLLM:
Install from pip and serve model
# Install vLLM from pip: pip install vllm # Start the vLLM server: vllm serve "lldois/v13_rec_cot_focus_lr2e5" # Call the server using curl (OpenAI-compatible API): curl -X POST "http://localhost:8000/v1/chat/completions" \ -H "Content-Type: application/json" \ --data '{ "model": "lldois/v13_rec_cot_focus_lr2e5", "messages": [ { "role": "user", "content": "What is the capital of France?" } ] }'Use Docker
docker model run hf.co/lldois/v13_rec_cot_focus_lr2e5
- SGLang
How to use lldois/v13_rec_cot_focus_lr2e5 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 "lldois/v13_rec_cot_focus_lr2e5" \ --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": "lldois/v13_rec_cot_focus_lr2e5", "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 "lldois/v13_rec_cot_focus_lr2e5" \ --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": "lldois/v13_rec_cot_focus_lr2e5", "messages": [ { "role": "user", "content": "What is the capital of France?" } ] }' - Docker Model Runner
How to use lldois/v13_rec_cot_focus_lr2e5 with Docker Model Runner:
docker model run hf.co/lldois/v13_rec_cot_focus_lr2e5
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| {"current_steps": 10, "total_steps": 675, "loss": 2.7763238906860352, "lr": 8.571428571428571e-06, "epoch": 0.014825796886582653, "percentage": 1.48, "elapsed_time": "0:01:19", "remaining_time": "1:27:55"} | |
| {"current_steps": 15, "total_steps": 675, "loss": 2.5071876525878904, "lr": 1.3333333333333333e-05, "epoch": 0.02223869532987398, "percentage": 2.22, "elapsed_time": "0:01:59", "remaining_time": "1:27:33"} | |
| {"current_steps": 20, "total_steps": 675, "loss": 2.216544532775879, "lr": 1.8095238095238097e-05, "epoch": 0.029651593773165306, "percentage": 2.96, "elapsed_time": "0:02:40", "remaining_time": "1:27:36"} | |
| {"current_steps": 25, "total_steps": 675, "loss": 2.02364444732666, "lr": 1.9998961636899736e-05, "epoch": 0.037064492216456635, "percentage": 3.7, "elapsed_time": "0:03:20", "remaining_time": "1:27:01"} | |
| {"current_steps": 30, "total_steps": 675, "loss": 1.8605846405029296, "lr": 1.9992616865520515e-05, "epoch": 0.04447739065974796, "percentage": 4.44, "elapsed_time": "0:04:01", "remaining_time": "1:26:29"} | |
| {"current_steps": 35, "total_steps": 675, "loss": 1.8314769744873047, "lr": 1.998050784669941e-05, "epoch": 0.05189028910303929, "percentage": 5.19, "elapsed_time": "0:04:41", "remaining_time": "1:25:47"} | |
| {"current_steps": 40, "total_steps": 675, "loss": 1.7219036102294922, "lr": 1.9962641565531694e-05, "epoch": 0.05930318754633061, "percentage": 5.93, "elapsed_time": "0:05:22", "remaining_time": "1:25:25"} | |
| {"current_steps": 45, "total_steps": 675, "loss": 1.6877906799316407, "lr": 1.9939028328193097e-05, "epoch": 0.06671608598962195, "percentage": 6.67, "elapsed_time": "0:06:01", "remaining_time": "1:24:20"} | |
| {"current_steps": 50, "total_steps": 675, "loss": 1.6538002014160156, "lr": 1.990968175599471e-05, "epoch": 0.07412898443291327, "percentage": 7.41, "elapsed_time": "0:06:43", "remaining_time": "1:24:02"} | |
| {"current_steps": 55, "total_steps": 675, "loss": 1.6635187149047852, "lr": 1.987461877752552e-05, "epoch": 0.08154188287620459, "percentage": 8.15, "elapsed_time": "0:07:22", "remaining_time": "1:23:07"} | |
| {"current_steps": 60, "total_steps": 675, "loss": 1.5999790191650392, "lr": 1.983385961888711e-05, "epoch": 0.08895478131949593, "percentage": 8.89, "elapsed_time": "0:08:04", "remaining_time": "1:22:49"} | |
| {"current_steps": 65, "total_steps": 675, "loss": 1.572991943359375, "lr": 1.978742779202627e-05, "epoch": 0.09636767976278725, "percentage": 9.63, "elapsed_time": "0:08:45", "remaining_time": "1:22:09"} | |
| {"current_steps": 70, "total_steps": 675, "loss": 1.6114467620849608, "lr": 1.973535008117207e-05, "epoch": 0.10378057820607858, "percentage": 10.37, "elapsed_time": "0:09:25", "remaining_time": "1:21:31"} | |
| {"current_steps": 75, "total_steps": 675, "loss": 1.5769593238830566, "lr": 1.9677656527385386e-05, "epoch": 0.1111934766493699, "percentage": 11.11, "elapsed_time": "0:10:06", "remaining_time": "1:20:55"} | |
| {"current_steps": 80, "total_steps": 675, "loss": 1.5900885581970214, "lr": 1.9614380411229693e-05, "epoch": 0.11860637509266123, "percentage": 11.85, "elapsed_time": "0:10:46", "remaining_time": "1:20:10"} | |
| {"current_steps": 85, "total_steps": 675, "loss": 1.5888105392456056, "lr": 1.9545558233573136e-05, "epoch": 0.12601927353595255, "percentage": 12.59, "elapsed_time": "0:11:26", "remaining_time": "1:19:25"} | |
| {"current_steps": 90, "total_steps": 675, "loss": 1.563032054901123, "lr": 1.9471229694533003e-05, "epoch": 0.1334321719792439, "percentage": 13.33, "elapsed_time": "0:12:05", "remaining_time": "1:18:34"} | |
| {"current_steps": 95, "total_steps": 675, "loss": 1.5782450675964355, "lr": 1.9391437670574656e-05, "epoch": 0.14084507042253522, "percentage": 14.07, "elapsed_time": "0:12:44", "remaining_time": "1:17:50"} | |
| {"current_steps": 100, "total_steps": 675, "loss": 1.5569299697875976, "lr": 1.9306228189778255e-05, "epoch": 0.14825796886582654, "percentage": 14.81, "elapsed_time": "0:13:24", "remaining_time": "1:17:07"} | |
| {"current_steps": 105, "total_steps": 675, "loss": 1.5072972297668457, "lr": 1.9215650405287392e-05, "epoch": 0.15567086730911786, "percentage": 15.56, "elapsed_time": "0:14:05", "remaining_time": "1:16:28"} | |
| {"current_steps": 110, "total_steps": 675, "loss": 1.4942115783691405, "lr": 1.9119756566955092e-05, "epoch": 0.16308376575240918, "percentage": 16.3, "elapsed_time": "0:14:45", "remaining_time": "1:15:50"} | |
| {"current_steps": 115, "total_steps": 675, "loss": 1.5515302658081054, "lr": 1.901860199120344e-05, "epoch": 0.17049666419570053, "percentage": 17.04, "elapsed_time": "0:15:27", "remaining_time": "1:15:16"} | |
| {"current_steps": 120, "total_steps": 675, "loss": 1.4991122245788575, "lr": 1.891224502911428e-05, "epoch": 0.17790956263899185, "percentage": 17.78, "elapsed_time": "0:16:08", "remaining_time": "1:14:37"} | |
| {"current_steps": 125, "total_steps": 675, "loss": 1.4753767013549806, "lr": 1.8800747032769343e-05, "epoch": 0.18532246108228317, "percentage": 18.52, "elapsed_time": "0:16:48", "remaining_time": "1:13:58"} | |
| {"current_steps": 130, "total_steps": 675, "loss": 1.4607695579528808, "lr": 1.8684172319859258e-05, "epoch": 0.1927353595255745, "percentage": 19.26, "elapsed_time": "0:17:28", "remaining_time": "1:13:15"} | |
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| {"current_steps": 140, "total_steps": 675, "loss": 1.530456256866455, "lr": 1.8436064618851225e-05, "epoch": 0.20756115641215717, "percentage": 20.74, "elapsed_time": "0:18:47", "remaining_time": "1:11:48"} | |
| {"current_steps": 145, "total_steps": 675, "loss": 1.4979378700256347, "lr": 1.8304674751839583e-05, "epoch": 0.2149740548554485, "percentage": 21.48, "elapsed_time": "0:19:25", "remaining_time": "1:10:58"} | |
| {"current_steps": 150, "total_steps": 675, "loss": 1.4886467933654786, "lr": 1.8168494327875918e-05, "epoch": 0.2223869532987398, "percentage": 22.22, "elapsed_time": "0:20:05", "remaining_time": "1:10:17"} | |
| {"current_steps": 155, "total_steps": 675, "loss": 1.4672227859497071, "lr": 1.8027601902725065e-05, "epoch": 0.22979985174203113, "percentage": 22.96, "elapsed_time": "0:20:45", "remaining_time": "1:09:38"} | |
| {"current_steps": 160, "total_steps": 675, "loss": 1.4558910369873046, "lr": 1.788207875027274e-05, "epoch": 0.23721275018532245, "percentage": 23.7, "elapsed_time": "0:21:23", "remaining_time": "1:08:51"} | |
| {"current_steps": 165, "total_steps": 675, "loss": 1.4654417037963867, "lr": 1.77320088156427e-05, "epoch": 0.2446256486286138, "percentage": 24.44, "elapsed_time": "0:22:04", "remaining_time": "1:08:12"} | |
| {"current_steps": 170, "total_steps": 675, "loss": 1.4390137672424317, "lr": 1.7577478666772886e-05, "epoch": 0.2520385470719051, "percentage": 25.19, "elapsed_time": "0:22:44", "remaining_time": "1:07:32"} | |
| {"current_steps": 175, "total_steps": 675, "loss": 1.4661806106567383, "lr": 1.741857744447869e-05, "epoch": 0.25945144551519644, "percentage": 25.93, "elapsed_time": "0:23:22", "remaining_time": "1:06:47"} | |
| {"current_steps": 180, "total_steps": 675, "loss": 1.472686767578125, "lr": 1.7255396811032014e-05, "epoch": 0.2668643439584878, "percentage": 26.67, "elapsed_time": "0:24:01", "remaining_time": "1:06:03"} | |
| {"current_steps": 185, "total_steps": 675, "loss": 1.4672610282897949, "lr": 1.708803089728583e-05, "epoch": 0.2742772424017791, "percentage": 27.41, "elapsed_time": "0:24:42", "remaining_time": "1:05:26"} | |
| {"current_steps": 190, "total_steps": 675, "loss": 1.4069836616516114, "lr": 1.691657624837472e-05, "epoch": 0.28169014084507044, "percentage": 28.15, "elapsed_time": "0:25:23", "remaining_time": "1:04:49"} | |
| {"current_steps": 195, "total_steps": 675, "loss": 1.471778392791748, "lr": 1.6741131768022777e-05, "epoch": 0.28910303928836173, "percentage": 28.89, "elapsed_time": "0:26:03", "remaining_time": "1:04:08"} | |
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| {"current_steps": 205, "total_steps": 675, "loss": 1.4200240135192872, "lr": 1.6378680377196526e-05, "epoch": 0.30392883617494443, "percentage": 30.37, "elapsed_time": "0:27:22", "remaining_time": "1:02:46"} | |
| {"current_steps": 210, "total_steps": 675, "loss": 1.4366942405700684, "lr": 1.619188254703927e-05, "epoch": 0.3113417346182357, "percentage": 31.11, "elapsed_time": "0:28:02", "remaining_time": "1:02:06"} | |
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| {"current_steps": 220, "total_steps": 675, "loss": 1.4636366844177247, "lr": 1.5807681327318372e-05, "epoch": 0.32616753150481836, "percentage": 32.59, "elapsed_time": "0:29:21", "remaining_time": "1:00:43"} | |
| {"current_steps": 225, "total_steps": 675, "loss": 1.440121841430664, "lr": 1.5610499564474512e-05, "epoch": 0.3335804299481097, "percentage": 33.33, "elapsed_time": "0:30:00", "remaining_time": "1:00:01"} | |
| {"current_steps": 230, "total_steps": 675, "loss": 1.4860041618347168, "lr": 1.541008138136183e-05, "epoch": 0.34099332839140106, "percentage": 34.07, "elapsed_time": "0:30:40", "remaining_time": "0:59:20"} | |
| {"current_steps": 235, "total_steps": 675, "loss": 1.4189085006713866, "lr": 1.520654238933767e-05, "epoch": 0.34840622683469236, "percentage": 34.81, "elapsed_time": "0:31:20", "remaining_time": "0:58:40"} | |
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| {"current_steps": 245, "total_steps": 675, "loss": 1.4134508132934571, "lr": 1.4790573357458464e-05, "epoch": 0.363232023721275, "percentage": 36.3, "elapsed_time": "0:32:38", "remaining_time": "0:57:17"} | |
| {"current_steps": 250, "total_steps": 675, "loss": 1.425547218322754, "lr": 1.4578383269606004e-05, "epoch": 0.37064492216456635, "percentage": 37.04, "elapsed_time": "0:33:18", "remaining_time": "0:56:37"} | |
| {"current_steps": 255, "total_steps": 675, "loss": 1.402323055267334, "lr": 1.4363552138430764e-05, "epoch": 0.3780578206078577, "percentage": 37.78, "elapsed_time": "0:33:58", "remaining_time": "0:55:56"} | |
| {"current_steps": 260, "total_steps": 675, "loss": 1.4572528839111327, "lr": 1.4146203889408418e-05, "epoch": 0.385470719051149, "percentage": 38.52, "elapsed_time": "0:34:36", "remaining_time": "0:55:13"} | |
| {"current_steps": 265, "total_steps": 675, "loss": 1.3995424270629884, "lr": 1.392646390001569e-05, "epoch": 0.39288361749444034, "percentage": 39.26, "elapsed_time": "0:35:15", "remaining_time": "0:54:32"} | |
| {"current_steps": 270, "total_steps": 675, "loss": 1.4161681175231933, "lr": 1.3704458927406261e-05, "epoch": 0.40029651593773163, "percentage": 40.0, "elapsed_time": "0:35:55", "remaining_time": "0:53:52"} | |
| {"current_steps": 275, "total_steps": 675, "loss": 1.4083374977111816, "lr": 1.3480317035290837e-05, "epoch": 0.407709414381023, "percentage": 40.74, "elapsed_time": "0:36:36", "remaining_time": "0:53:15"} | |
| {"current_steps": 280, "total_steps": 675, "loss": 1.3747909545898438, "lr": 1.325416752006351e-05, "epoch": 0.41512231282431433, "percentage": 41.48, "elapsed_time": "0:37:15", "remaining_time": "0:52:33"} | |
| {"current_steps": 285, "total_steps": 675, "loss": 1.4275038719177247, "lr": 1.302614083621705e-05, "epoch": 0.4225352112676056, "percentage": 42.22, "elapsed_time": "0:37:56", "remaining_time": "0:51:54"} | |
| {"current_steps": 290, "total_steps": 675, "loss": 1.3964252471923828, "lr": 1.2796368521090143e-05, "epoch": 0.429948109710897, "percentage": 42.96, "elapsed_time": "0:38:36", "remaining_time": "0:51:15"} | |
| {"current_steps": 295, "total_steps": 675, "loss": 1.401359462738037, "lr": 1.256498311899001e-05, "epoch": 0.43736100815418827, "percentage": 43.7, "elapsed_time": "0:39:17", "remaining_time": "0:50:36"} | |
| {"current_steps": 300, "total_steps": 675, "loss": 1.4066211700439453, "lr": 1.233211810473411e-05, "epoch": 0.4447739065974796, "percentage": 44.44, "elapsed_time": "0:39:58", "remaining_time": "0:49:57"} | |
| {"current_steps": 305, "total_steps": 675, "loss": 1.3704119682312013, "lr": 1.2097907806655136e-05, "epoch": 0.45218680504077097, "percentage": 45.19, "elapsed_time": "0:40:38", "remaining_time": "0:49:18"} | |
| {"current_steps": 310, "total_steps": 675, "loss": 1.3963244438171387, "lr": 1.1862487329113606e-05, "epoch": 0.45959970348406226, "percentage": 45.93, "elapsed_time": "0:41:18", "remaining_time": "0:48:38"} | |
| {"current_steps": 315, "total_steps": 675, "loss": 1.402764892578125, "lr": 1.1625992474562846e-05, "epoch": 0.4670126019273536, "percentage": 46.67, "elapsed_time": "0:41:59", "remaining_time": "0:47:59"} | |
| {"current_steps": 320, "total_steps": 675, "loss": 1.417808437347412, "lr": 1.1388559665211241e-05, "epoch": 0.4744255003706449, "percentage": 47.41, "elapsed_time": "0:42:38", "remaining_time": "0:47:18"} | |
| {"current_steps": 325, "total_steps": 675, "loss": 1.4581987380981445, "lr": 1.1150325864327003e-05, "epoch": 0.48183839881393625, "percentage": 48.15, "elapsed_time": "0:43:19", "remaining_time": "0:46:39"} | |
| {"current_steps": 330, "total_steps": 675, "loss": 1.4179252624511718, "lr": 1.0911428497230834e-05, "epoch": 0.4892512972572276, "percentage": 48.89, "elapsed_time": "0:43:58", "remaining_time": "0:45:58"} | |
| {"current_steps": 335, "total_steps": 675, "loss": 1.4111376762390138, "lr": 1.0672005372022014e-05, "epoch": 0.4966641957005189, "percentage": 49.63, "elapsed_time": "0:44:39", "remaining_time": "0:45:19"} | |
| {"current_steps": 340, "total_steps": 675, "loss": 1.3600208282470703, "lr": 1.043219460008374e-05, "epoch": 0.5040770941438102, "percentage": 50.37, "elapsed_time": "0:45:20", "remaining_time": "0:44:40"} | |
| {"current_steps": 345, "total_steps": 675, "loss": 1.3771323204040526, "lr": 1.019213451641347e-05, "epoch": 0.5114899925871016, "percentage": 51.11, "elapsed_time": "0:46:00", "remaining_time": "0:44:00"} | |
| {"current_steps": 350, "total_steps": 675, "loss": 1.3850160598754884, "lr": 9.951963599824294e-06, "epoch": 0.5189028910303929, "percentage": 51.85, "elapsed_time": "0:46:40", "remaining_time": "0:43:20"} | |
| {"current_steps": 355, "total_steps": 675, "loss": 1.4168268203735352, "lr": 9.711820393063337e-06, "epoch": 0.5263157894736842, "percentage": 52.59, "elapsed_time": "0:47:21", "remaining_time": "0:42:41"} | |
| {"current_steps": 360, "total_steps": 675, "loss": 1.3890551567077636, "lr": 9.471843422893299e-06, "epoch": 0.5337286879169756, "percentage": 53.33, "elapsed_time": "0:48:01", "remaining_time": "0:42:01"} | |
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