chaiml-ir-v0-sft-lr2e6fullpyg

developer_uid: zonemercy
submission_id: chaiml-ir-v0-sft-lr2e6fullpyg_v2
model_name: chaiml-ir-v0-sft-lr2e6fullpyg_v2
model_group: ChaiML/ir-v0-sft-lr2e6fu
status: torndown
timestamp: 2025-10-22T16:31:28+00:00
num_battles: 5892
num_wins: 3011
celo_rating: 1277.5
family_friendly_score: 0.46340000000000003
family_friendly_standard_error: 0.00705209812750787
submission_type: basic
model_repo: ChaiML/ir-v0-sft-lr2e6fullpyg
model_architecture: MistralForCausalLM
model_num_parameters: 24096691200.0
best_of: 8
max_input_tokens: 2048
max_output_tokens: 64
reward_model: default
latencies: [{'batch_size': 1, 'throughput': 0.46912059126832334, 'latency_mean': 2.1315277326107025, 'latency_p50': 2.1181331872940063, 'latency_p90': 2.3422820806503295}, {'batch_size': 3, 'throughput': 0.8381644906585629, 'latency_mean': 3.5709702551364897, 'latency_p50': 3.5757025480270386, 'latency_p90': 3.966128945350647}, {'batch_size': 5, 'throughput': 1.0126499567278038, 'latency_mean': 4.92354847073555, 'latency_p50': 4.911878824234009, 'latency_p90': 5.61425666809082}, {'batch_size': 6, 'throughput': 1.0682432937508348, 'latency_mean': 5.593671642541885, 'latency_p50': 5.593426942825317, 'latency_p90': 6.380584454536438}, {'batch_size': 10, 'throughput': 1.172861923171429, 'latency_mean': 8.471842646598816, 'latency_p50': 8.48690152168274, 'latency_p90': 9.824695801734924}]
gpu_counts: {'NVIDIA L40S': 1}
display_name: chaiml-ir-v0-sft-lr2e6fullpyg_v2
is_internal_developer: True
language_model: ChaiML/ir-v0-sft-lr2e6fullpyg
model_size: 24B
ranking_group: single
throughput_3p7s: 0.86
us_pacific_date: 2025-10-22
win_ratio: 0.5110319076714189
generation_params: {'temperature': 1.0, 'top_p': 1.0, 'min_p': 0.0, 'top_k': 80, 'presence_penalty': 0.0, 'frequency_penalty': 0.0, 'stopping_words': ['User:', 'You:', '</s>'], 'max_input_tokens': 2048, 'best_of': 8, 'max_output_tokens': 64}
formatter: {'memory_template': "{bot_name}'s persona: {memory}", 'prompt_template': '{prompt}\n<START>\n', 'bot_template': '{bot_name}: {message}\n', 'user_template': 'You: {message}\n', 'response_template': '####\n{bot_name}:', 'truncate_by_message': True}
Resubmit model
Shutdown handler not registered because Python interpreter is not running in the main thread
run pipeline %s
run pipeline stage %s
Running pipeline stage MKMLizer
Starting job with name chaiml-ir-v0-sft-lr2e6fullpyg-v2-mkmlizer
Waiting for job on chaiml-ir-v0-sft-lr2e6fullpyg-v2-mkmlizer to finish
chaiml-ir-v0-sft-lr2e6fullpyg-v2-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
chaiml-ir-v0-sft-lr2e6fullpyg-v2-mkmlizer: ║                                                                     ║
chaiml-ir-v0-sft-lr2e6fullpyg-v2-mkmlizer: ║   ██████   ██████  █████   ████  ████                               ║
chaiml-ir-v0-sft-lr2e6fullpyg-v2-mkmlizer: ║  ░░██████ ██████  ░░███   ███░  ░░███                               ║
chaiml-ir-v0-sft-lr2e6fullpyg-v2-mkmlizer: ║   ░███░█████░███   ░███  ███     ░███                               ║
chaiml-ir-v0-sft-lr2e6fullpyg-v2-mkmlizer: ║   ░███░░███ ░███   ░███████      ░███                               ║
chaiml-ir-v0-sft-lr2e6fullpyg-v2-mkmlizer: ║   ░███ ░░░  ░███   ░███░░███     ░███                               ║
chaiml-ir-v0-sft-lr2e6fullpyg-v2-mkmlizer: ║   ░███      ░███   ░███ ░░███    ░███                               ║
chaiml-ir-v0-sft-lr2e6fullpyg-v2-mkmlizer: ║   █████     █████  █████ ░░████  █████                              ║
chaiml-ir-v0-sft-lr2e6fullpyg-v2-mkmlizer: ║  ░░░░░     ░░░░░  ░░░░░   ░░░░  ░░░░░                               ║
chaiml-ir-v0-sft-lr2e6fullpyg-v2-mkmlizer: ║                                                                     ║
chaiml-ir-v0-sft-lr2e6fullpyg-v2-mkmlizer: ║  Version: 0.30.2                                                    ║
chaiml-ir-v0-sft-lr2e6fullpyg-v2-mkmlizer: ║  Features: FLYWHEEL, CUDA                                           ║
chaiml-ir-v0-sft-lr2e6fullpyg-v2-mkmlizer: ║  Copyright 2023-2025 MK ONE TECHNOLOGIES Inc.                       ║
chaiml-ir-v0-sft-lr2e6fullpyg-v2-mkmlizer: ║  https://mk1.ai                                                     ║
chaiml-ir-v0-sft-lr2e6fullpyg-v2-mkmlizer: ║                                                                     ║
chaiml-ir-v0-sft-lr2e6fullpyg-v2-mkmlizer: ║  The license key for the current software has been verified as      ║
chaiml-ir-v0-sft-lr2e6fullpyg-v2-mkmlizer: ║  belonging to:                                                      ║
chaiml-ir-v0-sft-lr2e6fullpyg-v2-mkmlizer: ║                                                                     ║
chaiml-ir-v0-sft-lr2e6fullpyg-v2-mkmlizer: ║  Chai Research Corp.                                                ║
chaiml-ir-v0-sft-lr2e6fullpyg-v2-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
chaiml-ir-v0-sft-lr2e6fullpyg-v2-mkmlizer: ║  Expiration: 2028-03-31 23:59:59                                    ║
chaiml-ir-v0-sft-lr2e6fullpyg-v2-mkmlizer: ║                                                                     ║
chaiml-ir-v0-sft-lr2e6fullpyg-v2-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
chaiml-ir-v0-sft-lr2e6fullpyg-v2-mkmlizer: Downloaded to shared memory in 59.077s
chaiml-ir-v0-sft-lr2e6fullpyg-v2-mkmlizer: Checking if ChaiML/ir-v0-sft-lr2e6fullpyg already exists in ChaiML
chaiml-ir-v0-sft-lr2e6fullpyg-v2-mkmlizer: quantizing model to /dev/shm/model_cache, profile:q4, folder:/tmp/tmpnyuz62y5, device:0
chaiml-ir-v0-sft-lr2e6fullpyg-v2-mkmlizer: Saving flywheel model at /dev/shm/model_cache
Failed to get response for submission mistralai-mistral-nem_93303_v569: ('http://mistralai-mistral-nem-93303-v569-predictor.tenant-chaiml-guanaco.k2.chaiverse.com/v1/models/GPT-J-6B-lit-v2:predict', '')
Failed to get response for submission mistralai-mistral-nem_93303_v569: ('http://mistralai-mistral-nem-93303-v569-predictor.tenant-chaiml-guanaco.k2.chaiverse.com/v1/models/GPT-J-6B-lit-v2:predict', '')
Failed to get response for submission mistralai-mistral-nem_93303_v569: ('http://mistralai-mistral-nem-93303-v569-predictor.tenant-chaiml-guanaco.k2.chaiverse.com/v1/models/GPT-J-6B-lit-v2:predict', '')
Failed to get response for submission mistralai-mistral-nem_93303_v569: ('http://mistralai-mistral-nem-93303-v569-predictor.tenant-chaiml-guanaco.k2.chaiverse.com/v1/models/GPT-J-6B-lit-v2:predict', '')
chaiml-ir-v0-sft-lr2e6fullpyg-v2-mkmlizer: quantized model in 284.828s
chaiml-ir-v0-sft-lr2e6fullpyg-v2-mkmlizer: Processed model ChaiML/ir-v0-sft-lr2e6fullpyg in 343.905s
chaiml-ir-v0-sft-lr2e6fullpyg-v2-mkmlizer: creating bucket guanaco-mkml-models
chaiml-ir-v0-sft-lr2e6fullpyg-v2-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
chaiml-ir-v0-sft-lr2e6fullpyg-v2-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/chaiml-ir-v0-sft-lr2e6fullpyg-v2/nvidia
chaiml-ir-v0-sft-lr2e6fullpyg-v2-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/chaiml-ir-v0-sft-lr2e6fullpyg-v2/nvidia/config.json
chaiml-ir-v0-sft-lr2e6fullpyg-v2-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/chaiml-ir-v0-sft-lr2e6fullpyg-v2/nvidia/special_tokens_map.json
chaiml-ir-v0-sft-lr2e6fullpyg-v2-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/chaiml-ir-v0-sft-lr2e6fullpyg-v2/nvidia/tokenizer_config.json
chaiml-ir-v0-sft-lr2e6fullpyg-v2-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/chaiml-ir-v0-sft-lr2e6fullpyg-v2/nvidia/tokenizer.json
chaiml-ir-v0-sft-lr2e6fullpyg-v2-mkmlizer: cp /dev/shm/model_cache/flywheel_model.1.safetensors s3://guanaco-mkml-models/chaiml-ir-v0-sft-lr2e6fullpyg-v2/nvidia/flywheel_model.1.safetensors
chaiml-ir-v0-sft-lr2e6fullpyg-v2-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/chaiml-ir-v0-sft-lr2e6fullpyg-v2/nvidia/flywheel_model.0.safetensors
chaiml-ir-v0-sft-lr2e6fullpyg-v2-mkmlizer: 
Loading 0:   0%|          | 0/363 [00:00<?, ?it/s]
Loading 0:   1%|          | 3/363 [00:01<03:57,  1.51it/s]
Loading 0:   1%|          | 4/363 [00:03<06:26,  1.08s/it]
Loading 0:   1%|▏         | 5/363 [00:05<08:13,  1.38s/it]
Loading 0:   2%|▏         | 8/363 [00:06<03:49,  1.55it/s]
Loading 0:   2%|▏         | 9/363 [00:06<03:21,  1.76it/s]
Loading 0:   3%|▎         | 10/363 [00:06<02:43,  2.16it/s]
Loading 0:   3%|▎         | 12/363 [00:08<03:55,  1.49it/s]
Loading 0:   4%|▎         | 13/363 [00:10<05:34,  1.05it/s]
Loading 0:   4%|▍         | 14/363 [00:12<07:04,  1.22s/it]
Loading 0:   5%|▍         | 17/363 [00:12<03:44,  1.54it/s]
Loading 0:   5%|▍         | 18/363 [00:13<03:17,  1.75it/s]
Loading 0:   5%|▌         | 19/363 [00:13<02:42,  2.11it/s]
Loading 0:   6%|▌         | 21/363 [00:15<03:47,  1.50it/s]
Loading 0:   6%|▌         | 22/363 [00:17<05:21,  1.06it/s]
Loading 0:   6%|▋         | 23/363 [00:19<06:47,  1.20s/it]
Loading 0:   7%|▋         | 26/363 [00:19<03:37,  1.55it/s]
Loading 0:   7%|▋         | 27/363 [00:19<03:10,  1.76it/s]
Loading 0:   8%|▊         | 28/363 [00:19<02:37,  2.13it/s]
Loading 0:   8%|▊         | 30/363 [00:20<01:56,  2.87it/s]
Loading 0:   9%|▊         | 31/363 [00:20<01:48,  3.06it/s]
Loading 0:   9%|▉         | 32/363 [00:20<01:31,  3.61it/s]
Loading 0:   9%|▉         | 33/363 [00:20<01:19,  4.17it/s]
Loading 0:   9%|▉         | 34/363 [00:22<03:47,  1.45it/s]
Loading 0:  10%|▉         | 35/363 [00:24<05:41,  1.04s/it]
Loading 0:  10%|▉         | 36/363 [00:26<07:12,  1.32s/it]
Loading 0:  11%|█         | 39/363 [00:28<05:09,  1.05it/s]
Loading 0:  11%|█         | 40/363 [00:30<06:19,  1.18s/it]
Loading 0:  11%|█▏        | 41/363 [00:32<07:20,  1.37s/it]
Loading 0:  12%|█▏        | 44/363 [00:32<03:56,  1.35it/s]
Loading 0:  12%|█▏        | 45/363 [00:33<03:25,  1.55it/s]
Loading 0:  13%|█▎        | 46/363 [00:33<02:49,  1.87it/s]
Loading 0:  13%|█▎        | 48/363 [00:35<03:41,  1.42it/s]
Loading 0:  13%|█▎        | 49/363 [00:37<05:04,  1.03it/s]
Loading 0:  14%|█▍        | 50/363 [00:39<06:21,  1.22s/it]
Loading 0:  15%|█▍        | 53/363 [00:39<03:23,  1.52it/s]
Loading 0:  15%|█▍        | 54/363 [00:39<02:58,  1.73it/s]
Loading 0:  15%|█▌        | 55/363 [00:39<02:27,  2.09it/s]
Loading 0:  16%|█▌        | 57/363 [00:41<03:24,  1.50it/s]
Loading 0:  16%|█▌        | 58/363 [00:43<04:47,  1.06it/s]
Loading 0:  16%|█▋        | 59/363 [00:45<06:04,  1.20s/it]
Loading 0:  17%|█▋        | 62/363 [00:46<03:14,  1.55it/s]
Loading 0:  17%|█▋        | 63/363 [00:46<02:50,  1.76it/s]
Loading 0:  18%|█▊        | 64/363 [00:46<02:20,  2.12it/s]
Loading 0:  18%|█▊        | 65/363 [00:48<04:04,  1.22it/s]
Loading 0:  18%|█▊        | 67/363 [00:48<02:43,  1.82it/s]
Loading 0:  19%|█▊        | 68/363 [00:48<02:22,  2.07it/s]
Loading 0:  19%|█▉        | 69/363 [00:49<01:55,  2.54it/s]
Loading 0:  19%|█▉        | 70/363 [00:49<01:35,  3.08it/s]
Loading 0:  20%|█▉        | 71/363 [00:51<03:42,  1.31it/s]
Loading 0:  20%|█▉        | 72/363 [00:53<05:17,  1.09s/it]
Loading 0:  20%|██        | 73/363 [00:55<06:34,  1.36s/it]
Loading 0:  21%|██        | 76/363 [00:55<03:11,  1.50it/s]
Loading 0:  21%|██        | 77/363 [00:55<02:44,  1.74it/s]
Loading 0:  21%|██▏       | 78/363 [00:55<02:14,  2.12it/s]
Loading 0:  22%|██▏       | 79/363 [00:57<03:57,  1.19it/s]
Loading 0:  22%|██▏       | 80/363 [00:59<05:23,  1.14s/it]
Loading 0:  23%|██▎       | 82/363 [01:00<03:21,  1.40it/s]
Loading 0:  23%|██▎       | 83/363 [01:00<02:49,  1.65it/s]
Loading 0:  23%|██▎       | 84/363 [01:00<02:16,  2.05it/s]
Loading 0:  24%|██▎       | 86/363 [01:02<03:11,  1.44it/s]
Loading 0:  24%|██▍       | 87/363 [01:04<04:35,  1.00it/s]
Loading 0:  25%|██▍       | 90/363 [01:06<03:45,  1.21it/s]
Loading 0:  25%|██▌       | 91/363 [01:08<04:43,  1.04s/it]
Loading 0:  25%|██▌       | 92/363 [01:10<05:38,  1.25s/it]
Loading 0:  26%|██▌       | 95/363 [01:10<03:07,  1.43it/s]
Loading 0:  26%|██▋       | 96/363 [01:10<02:44,  1.62it/s]
Loading 0:  27%|██▋       | 97/363 [01:11<02:16,  1.95it/s]
Loading 0:  27%|██▋       | 99/363 [01:12<03:01,  1.45it/s]
Loading 0:  28%|██▊       | 100/363 [01:14<04:11,  1.05it/s]
Loading 0:  28%|██▊       | 101/363 [01:16<05:15,  1.20s/it]
Loading 0:  29%|██▊       | 104/363 [01:17<02:49,  1.53it/s]
Loading 0:  29%|██▉       | 105/363 [01:17<02:28,  1.73it/s]
Loading 0:  29%|██▉       | 106/363 [01:17<02:03,  2.09it/s]
Loading 0:  29%|██▉       | 107/363 [01:17<01:42,  2.51it/s]
Loading 0:  30%|██▉       | 108/363 [01:19<03:21,  1.26it/s]
Loading 0:  31%|███       | 111/363 [01:21<03:01,  1.39it/s]
Loading 0:  31%|███       | 112/363 [01:23<04:02,  1.04it/s]
Loading 0:  31%|███       | 113/363 [01:25<05:00,  1.20s/it]
Loading 0:  32%|███▏      | 116/363 [01:25<02:44,  1.51it/s]
Loading 0:  32%|███▏      | 117/363 [01:26<02:24,  1.71it/s]
Loading 0:  33%|███▎      | 118/363 [01:26<01:59,  2.06it/s]
Loading 0:  33%|███▎      | 120/363 [01:28<02:43,  1.48it/s]
Loading 0:  33%|███▎      | 121/363 [01:30<03:48,  1.06it/s]
Loading 0:  34%|███▎      | 122/363 [01:32<04:48,  1.20s/it]
Loading 0:  34%|███▍      | 125/363 [01:32<02:34,  1.54it/s]
Loading 0:  35%|███▍      | 126/363 [01:32<02:15,  1.75it/s]
Loading 0:  35%|███▍      | 127/363 [01:32<01:52,  2.09it/s]
Loading 0:  36%|███▌      | 129/363 [01:34<02:36,  1.49it/s]
Loading 0:  36%|███▌      | 130/363 [01:36<03:40,  1.06it/s]
Loading 0:  36%|███▌      | 131/363 [01:38<04:38,  1.20s/it]
Loading 0:  37%|███▋      | 134/363 [01:39<02:28,  1.54it/s]
Loading 0:  37%|███▋      | 135/363 [01:39<02:10,  1.75it/s]
Loading 0:  37%|███▋      | 136/363 [01:39<01:47,  2.10it/s]
Loading 0:  38%|███▊      | 138/363 [01:41<02:30,  1.49it/s]
Loading 0:  38%|███▊      | 139/363 [01:43<03:32,  1.05it/s]
Loading 0:  39%|███▊      | 140/363 [01:45<04:28,  1.20s/it]
Loading 0:  39%|███▉      | 143/363 [01:45<02:22,  1.54it/s]
Loading 0:  40%|███▉      | 144/363 [01:46<02:05,  1.75it/s]
Loading 0:  40%|███▉      | 145/363 [01:46<01:43,  2.11it/s]
Loading 0:  40%|████      | 147/363 [01:46<01:15,  2.85it/s]
Loading 0:  41%|████      | 148/363 [01:46<01:10,  3.04it/s]
Loading 0:  41%|████      | 149/363 [01:46<00:59,  3.59it/s]
Loading 0:  41%|████▏     | 150/363 [01:47<00:51,  4.13it/s]
Loading 0:  42%|████▏     | 151/363 [01:48<02:27,  1.44it/s]
Loading 0:  42%|████▏     | 152/363 [01:50<03:39,  1.04s/it]
Loading 0:  42%|████▏     | 153/363 [01:52<04:37,  1.32s/it]
Loading 0:  43%|████▎     | 156/363 [01:54<03:18,  1.05it/s]
Loading 0:  43%|████▎     | 157/363 [01:56<03:59,  1.16s/it]
Loading 0:  44%|████▎     | 158/363 [01:58<04:38,  1.36s/it]
Loading 0:  44%|████▍     | 161/363 [01:59<02:29,  1.35it/s]
Loading 0:  45%|████▍     | 162/363 [01:59<02:09,  1.55it/s]
Loading 0:  45%|████▍     | 163/363 [01:59<01:46,  1.88it/s]
Loading 0:  45%|████▌     | 165/363 [02:01<02:19,  1.42it/s]
Loading 0:  46%|████▌     | 166/363 [02:03<03:11,  1.03it/s]
Loading 0:  46%|████▌     | 167/363 [02:05<03:59,  1.22s/it]
Loading 0:  47%|████▋     | 170/363 [02:05<02:07,  1.51it/s]
Loading 0:  47%|████▋     | 171/363 [02:06<01:51,  1.72it/s]
Loading 0:  47%|████▋     | 172/363 [02:06<01:32,  2.08it/s]
Loading 0:  48%|████▊     | 174/363 [02:08<02:07,  1.49it/s]
Loading 0:  48%|████▊     | 175/363 [02:10<02:58,  1.05it/s]
Loading 0:  48%|████▊     | 176/363 [02:12<03:44,  1.20s/it]
Loading 0:  49%|████▉     | 179/363 [02:12<01:58,  1.55it/s]
Loading 0:  50%|████▉     | 180/363 [02:12<01:43,  1.77it/s]
Loading 0:  50%|████▉     | 181/363 [02:12<01:25,  2.13it/s]
Loading 0:  50%|█████     | 182/363 [02:14<02:28,  1.22it/s]
Loading 0:  51%|█████     | 184/363 [02:15<01:38,  1.81it/s]
Loading 0:  51%|█████     | 185/363 [02:15<01:26,  2.07it/s]
Loading 0:  51%|█████     | 186/363 [02:15<01:10,  2.51it/s]
Loading 0:  52%|█████▏    | 187/363 [02:15<00:57,  3.04it/s]
Loading 0:  52%|█████▏    | 188/363 [02:17<02:13,  1.31it/s]
Loading 0:  52%|█████▏    | 189/363 [02:19<03:14,  1.12s/it]
Loading 0:  53%|█████▎    | 192/363 [02:21<02:27,  1.16it/s]
Loading 0:  53%|█████▎    | 193/363 [02:23<03:04,  1.09s/it]
Loading 0:  53%|█████▎    | 194/363 [02:25<03:39,  1.30s/it]
Loading 0:  54%|█████▍    | 197/363 [02:25<01:57,  1.41it/s]
Loading 0:  55%|█████▍    | 198/363 [02:26<01:42,  1.61it/s]
Loading 0:  55%|█████▍    | 199/363 [02:26<01:24,  1.94it/s]
Loading 0:  55%|█████▌    | 201/363 [02:28<01:52,  1.45it/s]
Loading 0:  56%|█████▌    | 202/363 [02:30<02:34,  1.04it/s]
Loading 0:  56%|█████▌    | 203/363 [02:32<03:13,  1.21s/it]
Loading 0:  57%|█████▋    | 206/363 [02:32<01:43,  1.52it/s]
Loading 0:  57%|█████▋    | 207/363 [02:32<01:30,  1.73it/s]
Loading 0:  57%|█████▋    | 208/363 [02:32<01:14,  2.09it/s]
Loading 0:  58%|█████▊    | 210/363 [02:34<01:42,  1.49it/s]
Loading 0:  58%|█████▊    | 211/363 [02:36<02:23,  1.06it/s]
Loading 0:  58%|█████▊    | 212/363 [02:38<03:00,  1.20s/it]
Loading 0:  59%|█████▉    | 215/363 [02:39<01:36,  1.54it/s]
Loading 0:  60%|█████▉    | 216/363 [02:39<01:23,  1.75it/s]
Loading 0:  60%|█████▉    | 217/363 [02:39<01:09,  2.10it/s]
Loading 0:  60%|██████    | 218/363 [02:41<01:59,  1.21it/s]
Loading 0:  60%|██████    | 219/363 [02:43<02:42,  1.13s/it]
Loading 0:  61%|██████    | 221/363 [02:43<01:42,  1.39it/s]
Loading 0:  61%|██████    | 222/363 [02:43<01:26,  1.63it/s]
Loading 0:  61%|██████▏   | 223/363 [02:44<01:08,  2.03it/s]
Loading 0:  62%|██████▏   | 224/363 [02:44<00:55,  2.51it/s]
Loading 0:  62%|██████▏   | 225/363 [02:46<01:53,  1.22it/s]
Loading 0:  63%|██████▎   | 228/363 [02:48<01:38,  1.37it/s]
Loading 0:  63%|██████▎   | 229/363 [02:50<02:11,  1.02it/s]
Loading 0:  63%|██████▎   | 230/363 [02:52<02:42,  1.22s/it]
Loading 0:  64%|██████▍   | 233/363 [02:52<01:27,  1.49it/s]
Loading 0:  64%|██████▍   | 234/363 [02:52<01:15,  1.70it/s]
Loading 0:  65%|██████▍   | 235/363 [02:52<01:02,  2.05it/s]
Loading 0:  65%|██████▌   | 237/363 [02:54<01:24,  1.48it/s]
Loading 0:  66%|██████▌   | 238/363 [02:56<01:58,  1.06it/s]
Loading 0:  66%|██████▌   | 239/363 [02:58<02:28,  1.19s/it]
Loading 0:  67%|██████▋   | 242/363 [02:59<01:18,  1.54it/s]
Loading 0:  67%|██████▋   | 243/363 [02:59<01:08,  1.75it/s]
Loading 0:  67%|██████▋   | 244/363 [02:59<00:56,  2.11it/s]
Loading 0:  68%|██████▊   | 246/363 [03:01<01:18,  1.50it/s]
Loading 0:  68%|██████▊   | 247/363 [03:03<01:49,  1.06it/s]
Loading 0:  68%|██████▊   | 248/363 [03:05<02:17,  1.20s/it]
Loading 0:  69%|██████▉   | 251/363 [03:05<01:12,  1.54it/s]
Loading 0:  69%|██████▉   | 252/363 [03:05<01:03,  1.75it/s]
Loading 0:  70%|██████▉   | 253/363 [03:06<00:52,  2.11it/s]
Loading 0:  70%|███████   | 255/363 [03:07<01:11,  1.50it/s]
Loading 0:  71%|███████   | 256/363 [03:09<01:40,  1.06it/s]
Loading 0:  71%|███████   | 257/363 [03:11<02:06,  1.19s/it]
Loading 0:  72%|███████▏  | 260/363 [03:12<01:06,  1.55it/s]
Loading 0:  72%|███████▏  | 261/363 [03:12<00:58,  1.76it/s]
Loading 0:  72%|███████▏  | 262/363 [03:12<00:47,  2.12it/s]
Loading 0:  73%|███████▎  | 264/363 [03:12<00:34,  2.86it/s]
Loading 0:  73%|███████▎  | 265/363 [03:13<00:32,  3.05it/s]
Loading 0:  73%|███████▎  | 266/363 [03:13<00:26,  3.59it/s]
Loading 0:  74%|███████▎  | 267/363 [03:13<00:23,  4.14it/s]
Loading 0:  74%|███████▍  | 268/363 [03:15<01:05,  1.44it/s]
Loading 0:  74%|███████▍  | 269/363 [03:17<01:37,  1.04s/it]
Loading 0:  74%|███████▍  | 270/363 [03:19<02:02,  1.32s/it]
Loading 0:  75%|███████▌  | 273/363 [03:34<04:58,  3.32s/it]
Loading 0:  75%|███████▌  | 274/363 [03:36<04:30,  3.04s/it]
Loading 0:  76%|███████▌  | 275/363 [03:38<04:08,  2.82s/it]
Loading 0:  77%|███████▋  | 278/363 [03:38<02:05,  1.48s/it]
Loading 0:  77%|███████▋  | 279/363 [03:38<01:44,  1.24s/it]
Loading 0:  77%|███████▋  | 280/363 [03:38<01:22,  1.00it/s]
Loading 0:  78%|███████▊  | 282/363 [03:40<01:20,  1.01it/s]
Loading 0:  78%|███████▊  | 283/363 [03:42<01:35,  1.20s/it]
Loading 0:  78%|███████▊  | 284/363 [03:44<01:49,  1.39s/it]
Loading 0:  79%|███████▉  | 287/363 [03:45<00:56,  1.35it/s]
Loading 0:  79%|███████▉  | 288/363 [03:45<00:47,  1.56it/s]
Loading 0:  80%|███████▉  | 289/363 [03:45<00:39,  1.89it/s]
Loading 0:  80%|████████  | 291/363 [03:47<00:50,  1.43it/s]
Loading 0:  80%|████████  | 292/363 [03:49<01:08,  1.03it/s]
Loading 0:  81%|████████  | 293/363 [03:51<01:25,  1.22s/it]
Loading 0:  82%|████████▏ | 296/363 [03:51<00:43,  1.53it/s]
Loading 0:  82%|████████▏ | 297/363 [03:51<00:37,  1.76it/s]
Loading 0:  82%|████████▏ | 298/363 [03:52<00:30,  2.12it/s]
Loading 0:  82%|████████▏ | 299/363 [03:54<00:52,  1.22it/s]
Loading 0:  83%|████████▎ | 301/363 [03:54<00:33,  1.83it/s]
Loading 0:  83%|████████▎ | 302/363 [03:54<00:28,  2.11it/s]
Loading 0:  83%|████████▎ | 303/363 [03:54<00:23,  2.57it/s]
Loading 0:  84%|████████▎ | 304/363 [03:54<00:19,  3.09it/s]
Loading 0:  84%|████████▍ | 305/363 [03:56<00:44,  1.31it/s]
Loading 0:  84%|████████▍ | 306/363 [03:58<01:03,  1.11s/it]
Loading 0:  85%|████████▌ | 309/363 [04:00<00:46,  1.15it/s]
Loading 0:  85%|████████▌ | 310/363 [04:02<00:58,  1.10s/it]
Loading 0:  86%|████████▌ | 311/363 [04:04<01:08,  1.31s/it]
Loading 0:  87%|████████▋ | 314/363 [04:05<00:34,  1.40it/s]
Loading 0:  87%|████████▋ | 315/363 [04:05<00:29,  1.62it/s]
Loading 0:  87%|████████▋ | 316/363 [04:05<00:24,  1.94it/s]
Loading 0:  88%|████████▊ | 318/363 [04:07<00:31,  1.45it/s]
Loading 0:  88%|████████▊ | 319/363 [04:09<00:42,  1.04it/s]
Loading 0:  88%|████████▊ | 320/363 [04:11<00:51,  1.21s/it]
Loading 0:  89%|████████▉ | 323/363 [04:11<00:25,  1.54it/s]
Loading 0:  89%|████████▉ | 324/363 [04:11<00:22,  1.77it/s]
Loading 0:  90%|████████▉ | 325/363 [04:11<00:17,  2.13it/s]
Loading 0:  90%|█████████ | 327/363 [04:13<00:23,  1.50it/s]
Loading 0:  90%|█████████ | 328/363 [04:15<00:32,  1.06it/s]
Loading 0:  91%|█████████ | 329/363 [04:17<00:40,  1.19s/it]
Loading 0:  91%|█████████▏| 332/363 [04:18<00:19,  1.56it/s]
Loading 0:  92%|█████████▏| 333/363 [04:18<00:16,  1.78it/s]
Loading 0:  92%|█████████▏| 334/363 [04:18<00:13,  2.15it/s]
Loading 0:  92%|█████████▏| 335/363 [04:20<00:22,  1.22it/s]
Loading 0:  93%|█████████▎| 336/363 [04:22<00:30,  1.12s/it]
Loading 0:  93%|█████████▎| 338/363 [04:22<00:17,  1.40it/s]
Loading 0:  93%|█████████▎| 339/363 [04:22<00:14,  1.67it/s]
Loading 0:  94%|█████████▎| 340/363 [04:23<00:11,  2.08it/s]
Loading 0:  94%|█████████▍| 341/363 [04:23<00:09,  2.33it/s]
Loading 0:  94%|█████████▍| 343/363 [04:25<00:13,  1.51it/s]
Loading 0:  95%|█████████▌| 346/363 [04:27<00:11,  1.52it/s]
Loading 0:  96%|█████████▌| 347/363 [04:29<00:14,  1.11it/s]
Loading 0:  96%|█████████▌| 348/363 [04:31<00:17,  1.14s/it]
Loading 0:  97%|█████████▋| 351/363 [04:31<00:07,  1.55it/s]
Loading 0:  97%|█████████▋| 352/363 [04:31<00:06,  1.76it/s]
Loading 0:  97%|█████████▋| 353/363 [04:31<00:04,  2.10it/s]
Loading 0:  98%|█████████▊| 355/363 [04:33<00:05,  1.49it/s]
Loading 0:  98%|█████████▊| 356/363 [04:35<00:06,  1.06it/s]
Loading 0:  98%|█████████▊| 357/363 [04:37<00:07,  1.19s/it]
Loading 0:  99%|█████████▉| 360/363 [04:38<00:01,  1.55it/s]
Loading 0:  99%|█████████▉| 361/363 [04:38<00:01,  1.77it/s]
Loading 0: 100%|█████████▉| 362/363 [04:38<00:00,  2.13it/s]
                                                            
Job chaiml-ir-v0-sft-lr2e6fullpyg-v2-mkmlizer completed after 452.03s with status: succeeded
Stopping job with name chaiml-ir-v0-sft-lr2e6fullpyg-v2-mkmlizer
Pipeline stage MKMLizer completed in 453.16s
run pipeline stage %s
Running pipeline stage MKMLTemplater
Pipeline stage MKMLTemplater completed in 0.15s
run pipeline stage %s
Running pipeline stage MKMLDeployer
Creating inference service chaiml-ir-v0-sft-lr2e6fullpyg-v2
Waiting for inference service chaiml-ir-v0-sft-lr2e6fullpyg-v2 to be ready
Inference service chaiml-ir-v0-sft-lr2e6fullpyg-v2 ready after 80.50024437904358s
Pipeline stage MKMLDeployer completed in 81.17s
run pipeline stage %s
Running pipeline stage StressChecker
Received healthy response to inference request in 2.308478593826294s
Received healthy response to inference request in 2.5476508140563965s
Received healthy response to inference request in 1.9973547458648682s
Received healthy response to inference request in 2.0220866203308105s
Received healthy response to inference request in 1.8303344249725342s
5 requests
0 failed requests
5th percentile: 1.863738489151001
10th percentile: 1.8971425533294677
20th percentile: 1.9639506816864014
30th percentile: 2.0023011207580566
40th percentile: 2.0121938705444338
50th percentile: 2.0220866203308105
60th percentile: 2.136643409729004
70th percentile: 2.2512001991271973
80th percentile: 2.3563130378723143
90th percentile: 2.4519819259643554
95th percentile: 2.499816370010376
99th percentile: 2.5380839252471925
mean time: 2.1411810398101805
Pipeline stage StressChecker completed in 12.59s
run pipeline stage %s
Running pipeline stage OfflineFamilyFriendlyTriggerPipeline
run_pipeline:run_in_cloud %s
starting trigger_guanaco_pipeline args=%s
triggered trigger_guanaco_pipeline args=%s
Pipeline stage OfflineFamilyFriendlyTriggerPipeline completed in 0.94s
run pipeline stage %s
Running pipeline stage TriggerMKMLProfilingPipeline
run_pipeline:run_in_cloud %s
starting trigger_guanaco_pipeline args=%s
triggered trigger_guanaco_pipeline args=%s
Pipeline stage TriggerMKMLProfilingPipeline completed in 0.66s
Shutdown handler de-registered
chaiml-ir-v0-sft-lr2e6fullpyg_v2 status is now deployed due to DeploymentManager action
Shutdown handler registered
run pipeline %s
run pipeline stage %s
Running pipeline stage MKMLProfilerDeleter
Skipping teardown as no inference service was successfully deployed
Pipeline stage MKMLProfilerDeleter completed in 0.14s
run pipeline stage %s
Running pipeline stage MKMLProfilerTemplater
Pipeline stage MKMLProfilerTemplater completed in 0.10s
run pipeline stage %s
Running pipeline stage MKMLProfilerDeployer
Creating inference service chaiml-ir-v0-sft-lr2e6fullpyg-v2-profiler
Waiting for inference service chaiml-ir-v0-sft-lr2e6fullpyg-v2-profiler to be ready
Shutdown handler registered
run pipeline %s
run pipeline stage %s
Running pipeline stage OfflineFamilyFriendlyScorer
Evaluating %s Family Friendly Score with %s threads
Pipeline stage OfflineFamilyFriendlyScorer completed in 3200.05s
Shutdown handler de-registered
chaiml-ir-v0-sft-lr2e6fullpyg_v2 status is now inactive due to auto deactivation removed underperforming models
chaiml-ir-v0-sft-lr2e6fullpyg_v2 status is now torndown due to DeploymentManager action