chaiml-mn24b-v2preferwi_44109

developer_uid: ChaiHarshitSheoran
submission_id: chaiml-mn24b-v2preferwi_44109_v1
model_name: chaiml-mn24b-v2preferwi_44109_v1
model_group: ChaiML/mn24b_v2preferwin
status: torndown
timestamp: 2025-09-25T04:07:42+00:00
num_battles: 5421
num_wins: 2694
celo_rating: 1280.12
family_friendly_score: 0.5468
family_friendly_standard_error: 0.00704002499995561
submission_type: basic
model_repo: ChaiML/mn24b_v2preferwin2_qwen_nonl_bo16_tune1
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': 0.5471460393832742, 'latency_mean': 1.8275635468959808, 'latency_p50': 1.8167040348052979, 'latency_p90': 2.0438946008682253}, {'batch_size': 3, 'throughput': 1.1011574968906928, 'latency_mean': 2.7225913763046266, 'latency_p50': 2.7321276664733887, 'latency_p90': 3.019909167289734}, {'batch_size': 5, 'throughput': 1.4332417896275813, 'latency_mean': 3.4702238309383393, 'latency_p50': 3.4324084520339966, 'latency_p90': 3.9550990581512453}, {'batch_size': 6, 'throughput': 1.5332359790523238, 'latency_mean': 3.882326816320419, 'latency_p50': 3.8477208614349365, 'latency_p90': 4.4568603992462155}, {'batch_size': 8, 'throughput': 1.6871185228714003, 'latency_mean': 4.718918685913086, 'latency_p50': 4.775923132896423, 'latency_p90': 5.320831966400147}, {'batch_size': 10, 'throughput': 1.7745158573939528, 'latency_mean': 5.581986705064773, 'latency_p50': 5.610544681549072, 'latency_p90': 6.482247638702392}]
gpu_counts: {'NVIDIA L40S': 1}
display_name: chaiml-mn24b-v2preferwi_44109_v1
is_internal_developer: False
language_model: ChaiML/mn24b_v2preferwin2_qwen_nonl_bo16_tune1
model_size: 24B
ranking_group: single
throughput_3p7s: 1.5
us_pacific_date: 2025-09-24
win_ratio: 0.496956281128943
generation_params: {'temperature': 0.6, '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': 1024, 'best_of': 8, 'max_output_tokens': 64}
formatter: {'memory_template': "{bot_name}'s Persona: {memory}\n####\n", 'prompt_template': '\n<START>\n', 'bot_template': '{bot_name}: {message}\n', 'user_template': '{user_name}: {message}\n', 'response_template': '{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-mn24b-v2preferwi-44109-v1-mkmlizer
Waiting for job on chaiml-mn24b-v2preferwi-44109-v1-mkmlizer to finish
chaiml-mn24b-v2preferwi-44109-v1-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
chaiml-mn24b-v2preferwi-44109-v1-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-44109-v1-mkmlizer: ║   ██████   ██████  █████   ████  ████                               ║
chaiml-mn24b-v2preferwi-44109-v1-mkmlizer: ║  ░░██████ ██████  ░░███   ███░  ░░███                               ║
chaiml-mn24b-v2preferwi-44109-v1-mkmlizer: ║   ░███░█████░███   ░███  ███     ░███                               ║
chaiml-mn24b-v2preferwi-44109-v1-mkmlizer: ║   ░███░░███ ░███   ░███████      ░███                               ║
chaiml-mn24b-v2preferwi-44109-v1-mkmlizer: ║   ░███ ░░░  ░███   ░███░░███     ░███                               ║
chaiml-mn24b-v2preferwi-44109-v1-mkmlizer: ║   ░███      ░███   ░███ ░░███    ░███                               ║
chaiml-mn24b-v2preferwi-44109-v1-mkmlizer: ║   █████     █████  █████ ░░████  █████                              ║
chaiml-mn24b-v2preferwi-44109-v1-mkmlizer: ║  ░░░░░     ░░░░░  ░░░░░   ░░░░  ░░░░░                               ║
chaiml-mn24b-v2preferwi-44109-v1-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-44109-v1-mkmlizer: ║  Version: 0.30.2                                                    ║
chaiml-mn24b-v2preferwi-44109-v1-mkmlizer: ║  Features: FLYWHEEL, CUDA                                           ║
chaiml-mn24b-v2preferwi-44109-v1-mkmlizer: ║  Copyright 2023-2025 MK ONE TECHNOLOGIES Inc.                       ║
chaiml-mn24b-v2preferwi-44109-v1-mkmlizer: ║  https://mk1.ai                                                     ║
chaiml-mn24b-v2preferwi-44109-v1-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-44109-v1-mkmlizer: ║  The license key for the current software has been verified as      ║
chaiml-mn24b-v2preferwi-44109-v1-mkmlizer: ║  belonging to:                                                      ║
chaiml-mn24b-v2preferwi-44109-v1-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-44109-v1-mkmlizer: ║  Chai Research Corp.                                                ║
chaiml-mn24b-v2preferwi-44109-v1-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
chaiml-mn24b-v2preferwi-44109-v1-mkmlizer: ║  Expiration: 2028-03-31 23:59:59                                    ║
chaiml-mn24b-v2preferwi-44109-v1-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-44109-v1-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
chaiml-mn24b-v2preferwi-44109-v1-mkmlizer: Downloaded to shared memory in 59.479s
chaiml-mn24b-v2preferwi-44109-v1-mkmlizer: Checking if ChaiML/mn24b_v2preferwin2_qwen_nonl_bo16_tune1 already exists in ChaiML
chaiml-mn24b-v2preferwi-44109-v1-mkmlizer: quantizing model to /dev/shm/model_cache, profile:q4, folder:/tmp/tmpq1okj84t, device:0
chaiml-mn24b-v2preferwi-44109-v1-mkmlizer: Saving flywheel model at /dev/shm/model_cache
chaiml-mn24b-v2preferwi-44109-v1-mkmlizer: quantized model in 288.612s
chaiml-mn24b-v2preferwi-44109-v1-mkmlizer: Processed model ChaiML/mn24b_v2preferwin2_qwen_nonl_bo16_tune1 in 348.091s
chaiml-mn24b-v2preferwi-44109-v1-mkmlizer: creating bucket guanaco-mkml-models
chaiml-mn24b-v2preferwi-44109-v1-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
chaiml-mn24b-v2preferwi-44109-v1-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-44109-v1/nvidia
chaiml-mn24b-v2preferwi-44109-v1-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-44109-v1/nvidia/config.json
chaiml-mn24b-v2preferwi-44109-v1-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-44109-v1/nvidia/special_tokens_map.json
chaiml-mn24b-v2preferwi-44109-v1-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-44109-v1/nvidia/tokenizer_config.json
chaiml-mn24b-v2preferwi-44109-v1-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-44109-v1/nvidia/tokenizer.json
chaiml-mn24b-v2preferwi-44109-v1-mkmlizer: cp /dev/shm/model_cache/flywheel_model.1.safetensors s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-44109-v1/nvidia/flywheel_model.1.safetensors
chaiml-mn24b-v2preferwi-44109-v1-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-44109-v1/nvidia/flywheel_model.0.safetensors
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Job chaiml-mn24b-v2preferwi-44109-v1-mkmlizer completed after 419.97s with status: succeeded
Stopping job with name chaiml-mn24b-v2preferwi-44109-v1-mkmlizer
Pipeline stage MKMLizer completed in 420.54s
run pipeline stage %s
Running pipeline stage MKMLTemplater
Pipeline stage MKMLTemplater completed in 0.18s
run pipeline stage %s
Running pipeline stage MKMLDeployer
Creating inference service chaiml-mn24b-v2preferwi-44109-v1
Waiting for inference service chaiml-mn24b-v2preferwi-44109-v1 to be ready
Inference service chaiml-mn24b-v2preferwi-44109-v1 ready after 60.68178105354309s
Pipeline stage MKMLDeployer completed in 61.19s
run pipeline stage %s
Running pipeline stage StressChecker
HTTPConnectionPool(host='guanaco-submitter.guanaco-backend.k2.chaiverse.com', port=80): Read timed out. (read timeout=20)
Received unhealthy response to inference request!
Received healthy response to inference request in 2.1929314136505127s
Received healthy response to inference request in 1.6271271705627441s
Received healthy response to inference request in 1.4871189594268799s
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', '')
Received healthy response to inference request in 1.5785465240478516s
5 requests
1 failed requests
5th percentile: 1.5054044723510742
10th percentile: 1.5236899852752686
20th percentile: 1.5602610111236572
30th percentile: 1.5882626533508302
40th percentile: 1.6076949119567872
50th percentile: 1.6271271705627441
60th percentile: 1.8534488677978516
70th percentile: 2.079770565032959
80th percentile: 5.783495950698856
90th percentile: 12.964625024795534
95th percentile: 16.555189561843868
99th percentile: 19.427641191482543
mean time: 5.40629563331604
%s, retrying in %s seconds...
Received healthy response to inference request in 1.59928560256958s
Received healthy response to inference request in 1.1459722518920898s
Received healthy response to inference request in 1.5605432987213135s
Received healthy response to inference request in 1.2471280097961426s
Received healthy response to inference request in 1.7613513469696045s
5 requests
0 failed requests
5th percentile: 1.1662034034729003
10th percentile: 1.186434555053711
20th percentile: 1.2268968582153321
30th percentile: 1.3098110675811767
40th percentile: 1.4351771831512452
50th percentile: 1.5605432987213135
60th percentile: 1.57604022026062
70th percentile: 1.5915371417999267
80th percentile: 1.631698751449585
90th percentile: 1.6965250492095947
95th percentile: 1.7289381980895995
99th percentile: 1.7548687171936035
mean time: 1.4628561019897461
Pipeline stage StressChecker completed in 37.62s
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 0.72s
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 0.83s
Shutdown handler de-registered
chaiml-mn24b-v2preferwi_44109_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
Pipeline stage OfflineFamilyFriendlyScorer completed in 2906.91s
Shutdown handler de-registered
chaiml-mn24b-v2preferwi_44109_v1 status is now inactive due to auto deactivation removed underperforming models
chaiml-mn24b-v2preferwi_44109_v1 status is now torndown due to DeploymentManager action