chaiml-llama31-rhflow-e_32054

developer_uid: NischayDnk

submission_id: chaiml-llama31-rhflow-e_32054_v1

model_name: chaiml-llama31-rhflow-e_32054_v1

model_group: ChaiML/llama31-rhflow-ex

status: torndown

timestamp: 2025-06-21T06:44:04+00:00

num_battles: 9215

num_wins: 4581

celo_rating: 1286.42

family_friendly_score: 0.5372

family_friendly_standard_error: 0.007051470201312631

submission_type: basic

model_repo: ChaiML/llama31-rhflow-exp2-data-dynamicv1-500k-full-1e-s1

model_architecture: LlamaForSequenceClassification

model_num_parameters: 8030261248.0

best_of: 1

max_input_tokens: 512

max_output_tokens: 1

reward_model: default

display_name: chaiml-llama31-rhflow-e_32054_v1

ineligible_reason: max_output_tokens!=64

is_internal_developer: False

language_model: ChaiML/llama31-rhflow-exp2-data-dynamicv1-500k-full-1e-s1

model_size: 8B

ranking_group: single

us_pacific_date: 2025-06-20

win_ratio: 0.4971242539338036

generation_params: {'temperature': 1.0, 'top_p': 1.0, 'min_p': 0.0, 'top_k': 40, 'presence_penalty': 0.0, 'frequency_penalty': 0.0, 'stopping_words': ['\n'], 'max_input_tokens': 512, 'best_of': 1, 'max_output_tokens': 1}

formatter: {'memory_template': '', 'prompt_template': '', 'bot_template': '{bot_name}: {message}\n', 'user_template': '{user_name}: {message}\n', 'response_template': '', '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-llama31-rhflow-e-32054-v1-mkmlizer
Waiting for job on chaiml-llama31-rhflow-e-32054-v1-mkmlizer to finish
chaiml-llama31-rhflow-e-32054-v1-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
chaiml-llama31-rhflow-e-32054-v1-mkmlizer: ║                                                                     ║
chaiml-llama31-rhflow-e-32054-v1-mkmlizer: ║   ██████   ██████  █████   ████  ████                               ║
chaiml-llama31-rhflow-e-32054-v1-mkmlizer: ║  ░░██████ ██████  ░░███   ███░  ░░███                               ║
chaiml-llama31-rhflow-e-32054-v1-mkmlizer: ║   ░███░█████░███   ░███  ███     ░███                               ║
chaiml-llama31-rhflow-e-32054-v1-mkmlizer: ║   ░███░░███ ░███   ░███████      ░███                               ║
chaiml-llama31-rhflow-e-32054-v1-mkmlizer: ║   ░███ ░░░  ░███   ░███░░███     ░███                               ║
chaiml-llama31-rhflow-e-32054-v1-mkmlizer: ║   ░███      ░███   ░███ ░░███    ░███                               ║
chaiml-llama31-rhflow-e-32054-v1-mkmlizer: ║   █████     █████  █████ ░░████  █████                              ║
chaiml-llama31-rhflow-e-32054-v1-mkmlizer: ║  ░░░░░     ░░░░░  ░░░░░   ░░░░  ░░░░░                               ║
chaiml-llama31-rhflow-e-32054-v1-mkmlizer: ║                                                                     ║
chaiml-llama31-rhflow-e-32054-v1-mkmlizer: ║  Version: 0.29.3                                                    ║
chaiml-llama31-rhflow-e-32054-v1-mkmlizer: ║  Features: FLYWHEEL, CUDA                                           ║
chaiml-llama31-rhflow-e-32054-v1-mkmlizer: ║  Copyright 2023-2025 MK ONE TECHNOLOGIES Inc.                       ║
chaiml-llama31-rhflow-e-32054-v1-mkmlizer: ║  https://mk1.ai                                                     ║
chaiml-llama31-rhflow-e-32054-v1-mkmlizer: ║                                                                     ║
chaiml-llama31-rhflow-e-32054-v1-mkmlizer: ║  The license key for the current software has been verified as      ║
chaiml-llama31-rhflow-e-32054-v1-mkmlizer: ║  belonging to:                                                      ║
chaiml-llama31-rhflow-e-32054-v1-mkmlizer: ║                                                                     ║
chaiml-llama31-rhflow-e-32054-v1-mkmlizer: ║  Chai Research Corp.                                                ║
chaiml-llama31-rhflow-e-32054-v1-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
chaiml-llama31-rhflow-e-32054-v1-mkmlizer: ║  Expiration: 2028-03-31 23:59:59                                    ║
chaiml-llama31-rhflow-e-32054-v1-mkmlizer: ║                                                                     ║
chaiml-llama31-rhflow-e-32054-v1-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
chaiml-llama31-rhflow-e-32054-v1-mkmlizer: Downloaded to shared memory in 27.331s
chaiml-llama31-rhflow-e-32054-v1-mkmlizer: Checking if ChaiML/llama31-rhflow-exp2-data-dynamicv1-500k-full-1e-s1 already exists in ChaiML
chaiml-llama31-rhflow-e-32054-v1-mkmlizer: quantizing model to /dev/shm/model_cache, profile:t0, folder:/tmp/tmpusl5fnfw, device:0
chaiml-llama31-rhflow-e-32054-v1-mkmlizer: Saving flywheel model at /dev/shm/model_cache
chaiml-llama31-rhflow-e-32054-v1-mkmlizer: quantized model in 18.721s
chaiml-llama31-rhflow-e-32054-v1-mkmlizer: Processed model ChaiML/llama31-rhflow-exp2-data-dynamicv1-500k-full-1e-s1 in 46.059s
chaiml-llama31-rhflow-e-32054-v1-mkmlizer: creating bucket guanaco-mkml-models
chaiml-llama31-rhflow-e-32054-v1-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
chaiml-llama31-rhflow-e-32054-v1-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/chaiml-llama31-rhflow-e-32054-v1
chaiml-llama31-rhflow-e-32054-v1-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/chaiml-llama31-rhflow-e-32054-v1/special_tokens_map.json
chaiml-llama31-rhflow-e-32054-v1-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/chaiml-llama31-rhflow-e-32054-v1/config.json
chaiml-llama31-rhflow-e-32054-v1-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/chaiml-llama31-rhflow-e-32054-v1/tokenizer_config.json
chaiml-llama31-rhflow-e-32054-v1-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/chaiml-llama31-rhflow-e-32054-v1/tokenizer.json
chaiml-llama31-rhflow-e-32054-v1-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/chaiml-llama31-rhflow-e-32054-v1/flywheel_model.0.safetensors
chaiml-llama31-rhflow-e-32054-v1-mkmlizer: 
Loading 0:   0%|          | 0/291 [00:00<?, ?it/s]
Loading 0:   2%|▏         | 5/291 [00:00<00:08, 33.92it/s]
Loading 0:   5%|▍         | 14/291 [00:00<00:05, 46.73it/s]
Loading 0:   8%|▊         | 22/291 [00:00<00:04, 57.93it/s]
Loading 0:  10%|▉         | 29/291 [00:00<00:04, 56.45it/s]
Loading 0:  12%|█▏        | 35/291 [00:00<00:04, 55.08it/s]
Loading 0:  14%|█▍        | 41/291 [00:00<00:05, 47.98it/s]
Loading 0:  17%|█▋        | 49/291 [00:00<00:04, 55.93it/s]
Loading 0:  19%|█▉        | 55/291 [00:01<00:04, 50.16it/s]
Loading 0:  21%|██        | 61/291 [00:01<00:04, 50.60it/s]
Loading 0:  23%|██▎       | 67/291 [00:01<00:04, 52.51it/s]
Loading 0:  25%|██▌       | 73/291 [00:01<00:04, 47.71it/s]
Loading 0:  27%|██▋       | 78/291 [00:01<00:04, 47.49it/s]
Loading 0:  29%|██▊       | 83/291 [00:01<00:05, 36.07it/s]
Loading 0:  30%|███       | 88/291 [00:01<00:05, 37.02it/s]
Loading 0:  32%|███▏      | 94/291 [00:02<00:04, 41.65it/s]
Loading 0:  34%|███▍      | 100/291 [00:02<00:04, 42.71it/s]
Loading 0:  36%|███▌      | 105/291 [00:02<00:04, 44.37it/s]
Loading 0:  38%|███▊      | 112/291 [00:02<00:03, 50.25it/s]
Loading 0:  41%|████      | 118/291 [00:02<00:03, 47.16it/s]
Loading 0:  42%|████▏     | 123/291 [00:02<00:03, 46.71it/s]
Loading 0:  45%|████▍     | 130/291 [00:02<00:03, 51.92it/s]
Loading 0:  47%|████▋     | 136/291 [00:02<00:03, 49.38it/s]
Loading 0:  49%|████▉     | 142/291 [00:02<00:03, 48.32it/s]
Loading 0:  51%|█████     | 148/291 [00:03<00:02, 51.11it/s]
Loading 0:  53%|█████▎    | 154/291 [00:03<00:02, 46.31it/s]
Loading 0:  55%|█████▍    | 159/291 [00:03<00:02, 44.76it/s]
Loading 0:  57%|█████▋    | 166/291 [00:03<00:02, 50.60it/s]
Loading 0:  59%|█████▉    | 172/291 [00:03<00:02, 47.23it/s]
Loading 0:  62%|██████▏   | 179/291 [00:03<00:02, 51.32it/s]
Loading 0:  64%|██████▎   | 185/291 [00:03<00:02, 51.67it/s]
Loading 0:  66%|██████▌   | 191/291 [00:04<00:03, 32.46it/s]
Loading 0:  67%|██████▋   | 196/291 [00:04<00:02, 34.39it/s]
Loading 0:  69%|██████▉   | 202/291 [00:04<00:02, 39.29it/s]
Loading 0:  71%|███████▏  | 208/291 [00:04<00:02, 39.99it/s]
Loading 0:  73%|███████▎  | 213/291 [00:04<00:01, 39.78it/s]
Loading 0:  76%|███████▌  | 220/291 [00:04<00:01, 46.16it/s]
Loading 0:  78%|███████▊  | 226/291 [00:04<00:01, 44.65it/s]
Loading 0:  79%|███████▉  | 231/291 [00:05<00:01, 45.81it/s]
Loading 0:  82%|████████▏ | 239/291 [00:05<00:01, 45.87it/s]
Loading 0:  85%|████████▌ | 248/291 [00:05<00:00, 48.65it/s]
Loading 0:  88%|████████▊ | 256/291 [00:05<00:00, 55.03it/s]
Loading 0:  90%|█████████ | 262/291 [00:05<00:00, 51.28it/s]
Loading 0:  92%|█████████▏| 268/291 [00:05<00:00, 48.75it/s]
Loading 0:  95%|█████████▍| 275/291 [00:05<00:00, 46.11it/s]
Loading 0:  97%|█████████▋| 282/291 [00:06<00:00, 45.96it/s]
Loading 0:  99%|█████████▊| 287/291 [00:06<00:00, 37.43it/s]
                                                            
Job chaiml-llama31-rhflow-e-32054-v1-mkmlizer completed after 124.89s with status: succeeded
Stopping job with name chaiml-llama31-rhflow-e-32054-v1-mkmlizer
Pipeline stage MKMLizer completed in 125.39s
run pipeline stage %s
Running pipeline stage MKMLTemplater
Pipeline stage MKMLTemplater completed in 0.17s
run pipeline stage %s
Running pipeline stage MKMLDeployer
Creating inference service chaiml-llama31-rhflow-e-32054-v1
Waiting for inference service chaiml-llama31-rhflow-e-32054-v1 to be ready
Inference service chaiml-llama31-rhflow-e-32054-v1 ready after 110.54518580436707s
Pipeline stage MKMLDeployer completed in 111.11s
run pipeline stage %s
Running pipeline stage StressChecker
Received healthy response to inference request in 2.597155809402466s
Received healthy response to inference request in 2.807300329208374s
Received healthy response to inference request in 3.072892427444458s
Received healthy response to inference request in 3.674166202545166s
Received healthy response to inference request in 2.9286320209503174s
5 requests
0 failed requests
5th percentile: 2.6391847133636475
10th percentile: 2.681213617324829
20th percentile: 2.7652714252471924
30th percentile: 2.831566667556763
40th percentile: 2.88009934425354
50th percentile: 2.9286320209503174
60th percentile: 2.986336183547974
70th percentile: 3.04404034614563
80th percentile: 3.1931471824645996
90th percentile: 3.433656692504883
95th percentile: 3.5539114475250244
99th percentile: 3.6501152515411377
mean time: 3.0160293579101562
Pipeline stage StressChecker completed in 16.50s
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 0.75s
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 0.74s
Shutdown handler de-registered
chaiml-llama31-rhflow-e_32054_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 7470.09s
Shutdown handler de-registered
chaiml-llama31-rhflow-e_32054_v1 status is now inactive due to auto deactivation removed underperforming models
chaiml-llama31-rhflow-e_32054_v1 status is now torndown due to DeploymentManager action