chaiml-arli-24b-sft-exp_11757

developer_uid: NischayDnk

submission_id: chaiml-arli-24b-sft-exp_11757_v1

model_name: chaiml-arli-24b-sft-exp_11757_v1

model_group: ChaiML/arli-24b-sft-exp2

status: torndown

timestamp: 2025-04-25T05:16:10+00:00

num_battles: 11149

num_wins: 5636

celo_rating: 1294.53

family_friendly_score: 0.5306

family_friendly_standard_error: 0.00705781325907678

submission_type: basic

model_repo: ChaiML/arli-24b-sft-exp2-screenshotdata-full

model_architecture: MistralForCausalLM

model_num_parameters: 24096691200.0

best_of: 8

max_input_tokens: 1024

max_output_tokens: 64

reward_model: default

latencies: [{'batch_size': 1, 'throughput': 0.5372951709269, 'latency_mean': 1.86111971616745, 'latency_p50': 1.8378485441207886, 'latency_p90': 2.079734230041504}, {'batch_size': 3, 'throughput': 1.0767570193038478, 'latency_mean': 2.7757786750793456, 'latency_p50': 2.771041750907898, 'latency_p90': 3.058714747428894}, {'batch_size': 5, 'throughput': 1.3828634640228235, 'latency_mean': 3.596932199001312, 'latency_p50': 3.610419511795044, 'latency_p90': 3.9807873010635375}, {'batch_size': 6, 'throughput': 1.4932852277324289, 'latency_mean': 3.990950050354004, 'latency_p50': 3.9927306175231934, 'latency_p90': 4.472222399711609}, {'batch_size': 8, 'throughput': 1.6501930433466443, 'latency_mean': 4.810206669569015, 'latency_p50': 4.782176971435547, 'latency_p90': 5.443033337593079}, {'batch_size': 10, 'throughput': 1.724485940720656, 'latency_mean': 5.750302232503891, 'latency_p50': 5.749491810798645, 'latency_p90': 6.504357767105103}]

gpu_counts: {'NVIDIA A100-SXM4-80GB': 1}

display_name: chaiml-arli-24b-sft-exp_11757_v1

is_internal_developer: False

language_model: ChaiML/arli-24b-sft-exp2-screenshotdata-full

model_size: 24B

ranking_group: single

throughput_3p7s: 1.42

us_pacific_date: 2025-04-24

win_ratio: 0.5055161897928065

generation_params: {'temperature': 0.45, 'top_p': 0.95, 'min_p': 0.025, 'top_k': 60, 'presence_penalty': 0.4, 'frequency_penalty': 0.4, 'stopping_words': ['<|im_start|>', '\n', '<|im_end|>'], 'max_input_tokens': 1024, 'best_of': 8, 'max_output_tokens': 64}

formatter: {'memory_template': '<|system|>Family Friendly{memory}\n', 'prompt_template': '', 'bot_template': '<|im_start|>assistant\n{message}<|im_end|>\n', 'user_template': '<|im_start|>user\nYou:{message}<|im_end|>\n', 'response_template': '<|im_start|>assistant\n', 'truncate_by_message': False}

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-arli-24b-sft-exp-11757-v1-mkmlizer
Waiting for job on chaiml-arli-24b-sft-exp-11757-v1-mkmlizer to finish
chaiml-arli-24b-sft-exp-11757-v1-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
chaiml-arli-24b-sft-exp-11757-v1-mkmlizer: ║     _____            __           __                                ║
chaiml-arli-24b-sft-exp-11757-v1-mkmlizer: ║    / _/ /_ ___    __/ /  ___ ___ / /                                ║
chaiml-arli-24b-sft-exp-11757-v1-mkmlizer: ║   / _/ / // / |/|/ / _ \/ -_) -_) /                                 ║
chaiml-arli-24b-sft-exp-11757-v1-mkmlizer: ║  /_//_/\_, /|__,__/_//_/\__/\__/_/                                  ║
chaiml-arli-24b-sft-exp-11757-v1-mkmlizer: ║       /___/                                                         ║
chaiml-arli-24b-sft-exp-11757-v1-mkmlizer: ║                                                                     ║
chaiml-arli-24b-sft-exp-11757-v1-mkmlizer: ║  Version: 0.12.8                                                    ║
chaiml-arli-24b-sft-exp-11757-v1-mkmlizer: ║  Copyright 2023 MK ONE TECHNOLOGIES Inc.                            ║
chaiml-arli-24b-sft-exp-11757-v1-mkmlizer: ║  https://mk1.ai                                                     ║
chaiml-arli-24b-sft-exp-11757-v1-mkmlizer: ║                                                                     ║
chaiml-arli-24b-sft-exp-11757-v1-mkmlizer: ║  The license key for the current software has been verified as      ║
chaiml-arli-24b-sft-exp-11757-v1-mkmlizer: ║  belonging to:                                                      ║
chaiml-arli-24b-sft-exp-11757-v1-mkmlizer: ║                                                                     ║
chaiml-arli-24b-sft-exp-11757-v1-mkmlizer: ║  Chai Research Corp.                                                ║
chaiml-arli-24b-sft-exp-11757-v1-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
chaiml-arli-24b-sft-exp-11757-v1-mkmlizer: ║  Expiration: 2028-03-31 23:59:59                                    ║
chaiml-arli-24b-sft-exp-11757-v1-mkmlizer: ║                                                                     ║
chaiml-arli-24b-sft-exp-11757-v1-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
chaiml-arli-24b-sft-exp-11757-v1-mkmlizer: Downloaded to shared memory in 80.270s
chaiml-arli-24b-sft-exp-11757-v1-mkmlizer: quantizing model to /dev/shm/model_cache, profile:s0, folder:/tmp/tmp8tiqno57, device:0
chaiml-arli-24b-sft-exp-11757-v1-mkmlizer: Saving flywheel model at /dev/shm/model_cache
chaiml-arli-24b-sft-exp-11757-v1-mkmlizer: quantized model in 53.496s
chaiml-arli-24b-sft-exp-11757-v1-mkmlizer: Processed model ChaiML/arli-24b-sft-exp2-screenshotdata-full in 133.766s
chaiml-arli-24b-sft-exp-11757-v1-mkmlizer: creating bucket guanaco-mkml-models
chaiml-arli-24b-sft-exp-11757-v1-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
chaiml-arli-24b-sft-exp-11757-v1-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/chaiml-arli-24b-sft-exp-11757-v1
chaiml-arli-24b-sft-exp-11757-v1-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/chaiml-arli-24b-sft-exp-11757-v1/config.json
chaiml-arli-24b-sft-exp-11757-v1-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/chaiml-arli-24b-sft-exp-11757-v1/special_tokens_map.json
chaiml-arli-24b-sft-exp-11757-v1-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/chaiml-arli-24b-sft-exp-11757-v1/tokenizer_config.json
chaiml-arli-24b-sft-exp-11757-v1-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/chaiml-arli-24b-sft-exp-11757-v1/tokenizer.json
chaiml-arli-24b-sft-exp-11757-v1-mkmlizer: cp /dev/shm/model_cache/flywheel_model.1.safetensors s3://guanaco-mkml-models/chaiml-arli-24b-sft-exp-11757-v1/flywheel_model.1.safetensors
chaiml-arli-24b-sft-exp-11757-v1-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/chaiml-arli-24b-sft-exp-11757-v1/flywheel_model.0.safetensors
chaiml-arli-24b-sft-exp-11757-v1-mkmlizer: 
Loading 0:   0%|          | 0/363 [00:00<?, ?it/s]
Loading 0:   1%|          | 4/363 [00:00<00:09, 39.08it/s]
Loading 0:   2%|▏         | 8/363 [00:00<00:11, 30.55it/s]
Loading 0:   3%|▎         | 12/363 [00:00<00:10, 33.59it/s]
Loading 0:   4%|▍         | 16/363 [00:00<00:11, 29.75it/s]
Loading 0:   6%|▌         | 21/363 [00:00<00:09, 34.74it/s]
Loading 0:   7%|▋         | 25/363 [00:00<00:11, 30.64it/s]
Loading 0:   9%|▉         | 32/363 [00:00<00:08, 36.93it/s]
Loading 0:  10%|▉         | 36/363 [00:01<00:14, 21.91it/s]
Loading 0:  11%|█         | 40/363 [00:01<00:13, 24.70it/s]
Loading 0:  12%|█▏        | 44/363 [00:01<00:12, 26.06it/s]
Loading 0:  13%|█▎        | 48/363 [00:01<00:11, 28.38it/s]
Loading 0:  14%|█▍        | 52/363 [00:01<00:11, 26.84it/s]
Loading 0:  16%|█▌        | 57/363 [00:01<00:10, 29.94it/s]
Loading 0:  17%|█▋        | 61/363 [00:02<00:10, 27.68it/s]
Loading 0:  18%|█▊        | 65/363 [00:02<00:10, 28.49it/s]
Loading 0:  19%|█▉        | 70/363 [00:02<00:11, 25.08it/s]
Loading 0:  20%|██        | 73/363 [00:02<00:13, 21.15it/s]
Loading 0:  22%|██▏       | 79/363 [00:02<00:10, 26.11it/s]
Loading 0:  23%|██▎       | 82/363 [00:03<00:11, 24.92it/s]
Loading 0:  24%|██▎       | 86/363 [00:03<00:10, 26.77it/s]
Loading 0:  25%|██▍       | 89/363 [00:03<00:10, 26.79it/s]
Loading 0:  25%|██▌       | 92/363 [00:03<00:12, 21.31it/s]
Loading 0:  27%|██▋       | 99/363 [00:03<00:09, 27.99it/s]
Loading 0:  28%|██▊       | 102/363 [00:03<00:10, 24.89it/s]
Loading 0:  29%|██▉       | 107/363 [00:04<00:11, 23.24it/s]
Loading 0:  31%|███       | 112/363 [00:04<00:09, 25.94it/s]
Loading 0:  32%|███▏      | 115/363 [00:04<00:09, 25.13it/s]
Loading 0:  33%|███▎      | 120/363 [00:04<00:08, 28.08it/s]
Loading 0:  34%|███▍      | 123/363 [00:04<00:09, 24.99it/s]
Loading 0:  36%|███▌      | 129/363 [00:04<00:07, 29.63it/s]
Loading 0:  37%|███▋      | 133/363 [00:04<00:08, 27.81it/s]
Loading 0:  38%|███▊      | 138/363 [00:05<00:07, 30.17it/s]
Loading 0:  39%|███▉      | 142/363 [00:05<00:07, 28.40it/s]
Loading 0:  40%|████      | 147/363 [00:05<00:06, 32.97it/s]
Loading 0:  42%|████▏     | 151/363 [00:05<00:08, 24.90it/s]
Loading 0:  42%|████▏     | 154/363 [00:05<00:09, 23.04it/s]
Loading 0:  43%|████▎     | 157/363 [00:05<00:08, 23.96it/s]
Loading 0:  44%|████▍     | 160/363 [00:06<00:08, 24.06it/s]
Loading 0:  45%|████▌     | 165/363 [00:06<00:07, 27.50it/s]
Loading 0:  46%|████▋     | 168/363 [00:06<00:07, 24.57it/s]
Loading 0:  48%|████▊     | 174/363 [00:06<00:06, 29.68it/s]
Loading 0:  49%|████▉     | 178/363 [00:06<00:06, 27.32it/s]
Loading 0:  50%|█████     | 182/363 [00:06<00:06, 28.00it/s]
Loading 0:  52%|█████▏    | 187/363 [00:06<00:06, 25.45it/s]
Loading 0:  52%|█████▏    | 190/363 [00:07<00:07, 23.35it/s]
Loading 0:  53%|█████▎    | 193/363 [00:07<00:06, 24.31it/s]
Loading 0:  54%|█████▍    | 196/363 [00:07<00:06, 24.79it/s]
Loading 0:  55%|█████▌    | 200/363 [00:21<00:06, 24.79it/s]
Loading 0:  55%|█████▌    | 201/363 [00:21<03:00,  1.11s/it]
Loading 0:  56%|█████▌    | 203/363 [00:21<02:29,  1.07it/s]
Loading 0:  57%|█████▋    | 208/363 [00:22<01:29,  1.72it/s]
Loading 0:  58%|█████▊    | 211/363 [00:22<01:08,  2.20it/s]
Loading 0:  59%|█████▉    | 214/363 [00:22<00:51,  2.90it/s]
Loading 0:  60%|██████    | 218/363 [00:22<00:35,  4.14it/s]
Loading 0:  61%|██████    | 221/363 [00:22<00:26,  5.28it/s]
Loading 0:  62%|██████▏   | 224/363 [00:22<00:21,  6.34it/s]
Loading 0:  63%|██████▎   | 229/363 [00:23<00:14,  9.33it/s]
Loading 0:  64%|██████▍   | 232/363 [00:23<00:11, 11.10it/s]
Loading 0:  65%|██████▌   | 237/363 [00:23<00:08, 15.12it/s]
Loading 0:  66%|██████▌   | 240/363 [00:23<00:07, 15.94it/s]
Loading 0:  68%|██████▊   | 246/363 [00:23<00:05, 21.34it/s]
Loading 0:  69%|██████▉   | 250/363 [00:23<00:05, 22.17it/s]
Loading 0:  70%|███████   | 255/363 [00:23<00:04, 25.61it/s]
Loading 0:  71%|███████▏  | 259/363 [00:24<00:04, 25.27it/s]
Loading 0:  73%|███████▎  | 264/363 [00:24<00:03, 29.89it/s]
Loading 0:  74%|███████▍  | 268/363 [00:24<00:04, 22.32it/s]
Loading 0:  75%|███████▍  | 271/363 [00:24<00:04, 21.33it/s]
Loading 0:  75%|███████▌  | 274/363 [00:24<00:03, 22.66it/s]
Loading 0:  76%|███████▋  | 277/363 [00:24<00:03, 22.37it/s]
Loading 0:  78%|███████▊  | 282/363 [00:24<00:03, 25.90it/s]
Loading 0:  79%|███████▊  | 285/363 [00:25<00:03, 23.70it/s]
Loading 0:  80%|████████  | 291/363 [00:25<00:02, 28.74it/s]
Loading 0:  81%|████████  | 294/363 [00:25<00:02, 25.55it/s]
Loading 0:  82%|████████▏ | 299/363 [00:25<00:02, 28.59it/s]
Loading 0:  84%|████████▎ | 304/363 [00:25<00:02, 26.10it/s]
Loading 0:  85%|████████▍ | 307/363 [00:25<00:02, 23.77it/s]
Loading 0:  85%|████████▌ | 310/363 [00:26<00:02, 24.62it/s]
Loading 0:  86%|████████▌ | 313/363 [00:26<00:02, 24.90it/s]
Loading 0:  88%|████████▊ | 318/363 [00:26<00:01, 27.90it/s]
Loading 0:  88%|████████▊ | 321/363 [00:26<00:01, 24.48it/s]
Loading 0:  90%|█████████ | 327/363 [00:26<00:01, 29.74it/s]
Loading 0:  91%|█████████ | 331/363 [00:26<00:01, 28.44it/s]
Loading 0:  92%|█████████▏| 335/363 [00:26<00:00, 28.95it/s]
Loading 0:  93%|█████████▎| 338/363 [00:27<00:00, 27.03it/s]
Loading 0:  94%|█████████▍| 341/363 [00:33<00:13,  1.67it/s]
Loading 0:  96%|█████████▌| 347/363 [00:34<00:05,  2.78it/s]
Loading 0:  96%|█████████▋| 350/363 [00:34<00:03,  3.49it/s]
Loading 0:  98%|█████████▊| 355/363 [00:34<00:01,  5.19it/s]
Loading 0:  99%|█████████▉| 359/363 [00:34<00:00,  6.69it/s]
                                                            
Job chaiml-arli-24b-sft-exp-11757-v1-mkmlizer completed after 176.71s with status: succeeded
Stopping job with name chaiml-arli-24b-sft-exp-11757-v1-mkmlizer
Pipeline stage MKMLizer completed in 177.52s
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-arli-24b-sft-exp-11757-v1
Waiting for inference service chaiml-arli-24b-sft-exp-11757-v1 to be ready
Failed to get response for submission chaiml-gemma3-27b-base-s_9210_v3: HTTPConnectionPool(host='chaiml-gemma3-27b-base-s-9210-v3-predictor.tenant-chaiml-guanaco.k.chaiverse.com', port=80): Read timed out. (read timeout=12.0)
Inference service chaiml-arli-24b-sft-exp-11757-v1 ready after 130.4483437538147s
Pipeline stage MKMLDeployer completed in 131.16s
run pipeline stage %s
Running pipeline stage StressChecker
Failed to get response for submission chaiml-gemma3-27b-base-s_9210_v3: HTTPConnectionPool(host='chaiml-gemma3-27b-base-s-9210-v3-predictor.tenant-chaiml-guanaco.k.chaiverse.com', port=80): Read timed out. (read timeout=12.0)
Received healthy response to inference request in 2.534248113632202s
Received healthy response to inference request in 2.327584743499756s
Received healthy response to inference request in 1.9074556827545166s
Received healthy response to inference request in 2.0565884113311768s
Received healthy response to inference request in 1.9068055152893066s
5 requests
0 failed requests
5th percentile: 1.9069355487823487
10th percentile: 1.9070655822753906
20th percentile: 1.9073256492614745
30th percentile: 1.9372822284698485
40th percentile: 1.9969353199005127
50th percentile: 2.0565884113311768
60th percentile: 2.1649869441986085
70th percentile: 2.2733854770660398
80th percentile: 2.3689174175262453
90th percentile: 2.4515827655792237
95th percentile: 2.4929154396057127
99th percentile: 2.5259815788269044
mean time: 2.1465364933013915
Pipeline stage StressChecker completed in 12.08s
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 0.65s
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-arli-24b-sft-exp_11757_v1 status is now deployed due to DeploymentManager action
Shutdown handler registered
run pipeline %s
run pipeline stage %s
Running pipeline stage OfflineFamilyFriendlyScorer
Evaluating %s Family Friendly Score with %s threads
%s, retrying in %s seconds...
Evaluating %s Family Friendly Score with %s threads
Pipeline stage OfflineFamilyFriendlyScorer completed in 5124.81s
Shutdown handler de-registered
chaiml-arli-24b-sft-exp_11757_v1 status is now inactive due to auto deactivation removed underperforming models
chaiml-arli-24b-sft-exp_11757_v1 status is now torndown due to DeploymentManager action