developer_uid: ChaiHarshitSheoran
submission_id: chaiml-mn24b-v2preferwi_12440_v1
model_name: chaiml-mn24b-v2preferwi_12440_v1
model_group: ChaiML/mn24b_v2preferwin
status: torndown
timestamp: 2025-09-18T02:53:25+00:00
num_battles: 5791
num_wins: 3019
celo_rating: 1277.26
family_friendly_score: 0.5146
family_friendly_standard_error: 0.007068052631382989
submission_type: basic
model_repo: ChaiML/mn24b_v2preferwin2_prod_tune6
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': 0.5416179687025562, 'latency_mean': 1.846192272901535, 'latency_p50': 1.852662205696106, 'latency_p90': 2.0460476160049437}, {'batch_size': 3, 'throughput': 1.1166555864026237, 'latency_mean': 2.685745656490326, 'latency_p50': 2.683627486228943, 'latency_p90': 2.9627526521682737}, {'batch_size': 5, 'throughput': 1.4268669617701737, 'latency_mean': 3.4833454406261444, 'latency_p50': 3.4885220527648926, 'latency_p90': 3.937211298942566}, {'batch_size': 6, 'throughput': 1.5227856133126574, 'latency_mean': 3.9161673510074615, 'latency_p50': 3.9062288999557495, 'latency_p90': 4.408567118644714}, {'batch_size': 8, 'throughput': 1.68731404106677, 'latency_mean': 4.715112787485123, 'latency_p50': 4.696361660957336, 'latency_p90': 5.366149806976318}, {'batch_size': 10, 'throughput': 1.7656375825184205, 'latency_mean': 5.60238982796669, 'latency_p50': 5.569249510765076, 'latency_p90': 6.481355810165405}]
gpu_counts: {'NVIDIA L40S': 1}
display_name: chaiml-mn24b-v2preferwi_12440_v1
is_internal_developer: False
language_model: ChaiML/mn24b_v2preferwin2_prod_tune6
model_size: 24B
ranking_group: single
throughput_3p7s: 1.49
us_pacific_date: 2025-09-17
win_ratio: 0.5213261958211017
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-12440-v1-mkmlizer
Waiting for job on chaiml-mn24b-v2preferwi-12440-v1-mkmlizer to finish
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-mn24b-v2preferwi-12440-v1-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
chaiml-mn24b-v2preferwi-12440-v1-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-12440-v1-mkmlizer: ║   ██████   ██████  █████   ████  ████                               ║
chaiml-mn24b-v2preferwi-12440-v1-mkmlizer: ║  ░░██████ ██████  ░░███   ███░  ░░███                               ║
chaiml-mn24b-v2preferwi-12440-v1-mkmlizer: ║   ░███░█████░███   ░███  ███     ░███                               ║
chaiml-mn24b-v2preferwi-12440-v1-mkmlizer: ║   ░███░░███ ░███   ░███████      ░███                               ║
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chaiml-mn24b-v2preferwi-12440-v1-mkmlizer: ║   ░███      ░███   ░███ ░░███    ░███                               ║
chaiml-mn24b-v2preferwi-12440-v1-mkmlizer: ║   █████     █████  █████ ░░████  █████                              ║
chaiml-mn24b-v2preferwi-12440-v1-mkmlizer: ║  ░░░░░     ░░░░░  ░░░░░   ░░░░  ░░░░░                               ║
chaiml-mn24b-v2preferwi-12440-v1-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-12440-v1-mkmlizer: ║  Version: 0.30.2                                                    ║
chaiml-mn24b-v2preferwi-12440-v1-mkmlizer: ║  Features: FLYWHEEL, CUDA                                           ║
chaiml-mn24b-v2preferwi-12440-v1-mkmlizer: ║  Copyright 2023-2025 MK ONE TECHNOLOGIES Inc.                       ║
chaiml-mn24b-v2preferwi-12440-v1-mkmlizer: ║  https://mk1.ai                                                     ║
chaiml-mn24b-v2preferwi-12440-v1-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-12440-v1-mkmlizer: ║  The license key for the current software has been verified as      ║
chaiml-mn24b-v2preferwi-12440-v1-mkmlizer: ║  belonging to:                                                      ║
chaiml-mn24b-v2preferwi-12440-v1-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-12440-v1-mkmlizer: ║  Chai Research Corp.                                                ║
chaiml-mn24b-v2preferwi-12440-v1-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
chaiml-mn24b-v2preferwi-12440-v1-mkmlizer: ║  Expiration: 2028-03-31 23:59:59                                    ║
chaiml-mn24b-v2preferwi-12440-v1-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-12440-v1-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
chaiml-mn24b-v2preferwi-12440-v1-mkmlizer: Downloaded to shared memory in 83.927s
chaiml-mn24b-v2preferwi-12440-v1-mkmlizer: Checking if ChaiML/mn24b_v2preferwin2_prod_tune6 already exists in ChaiML
chaiml-mn24b-v2preferwi-12440-v1-mkmlizer: quantizing model to /dev/shm/model_cache, profile:q4, folder:/tmp/tmpuwq60wk6, device:0
chaiml-mn24b-v2preferwi-12440-v1-mkmlizer: Saving flywheel model at /dev/shm/model_cache
Failed to get response for submission blend_hemen_2025-09-02: ('http://guanaco-model-mesh-load-balancer.model-mesh.k2.chaiverse.com/models/chaiml-mistral31-24b-s_69496_v30/predict', '{"detail":"503, message=\'Attempt to decode JSON with unexpected mimetype: text/plain\', url=\'http://10.2.245.225:8080/models/chaiml-mistral31-24b-s_69496_v30/predict\'"}')
chaiml-mn24b-v2preferwi-12440-v1-mkmlizer: quantized model in 289.381s
chaiml-mn24b-v2preferwi-12440-v1-mkmlizer: Processed model ChaiML/mn24b_v2preferwin2_prod_tune6 in 373.309s
chaiml-mn24b-v2preferwi-12440-v1-mkmlizer: creating bucket guanaco-mkml-models
chaiml-mn24b-v2preferwi-12440-v1-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
chaiml-mn24b-v2preferwi-12440-v1-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-12440-v1/nvidia
chaiml-mn24b-v2preferwi-12440-v1-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-12440-v1/nvidia/config.json
chaiml-mn24b-v2preferwi-12440-v1-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-12440-v1/nvidia/special_tokens_map.json
chaiml-mn24b-v2preferwi-12440-v1-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-12440-v1/nvidia/tokenizer_config.json
chaiml-mn24b-v2preferwi-12440-v1-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-12440-v1/nvidia/tokenizer.json
chaiml-mn24b-v2preferwi-12440-v1-mkmlizer: cp /dev/shm/model_cache/flywheel_model.1.safetensors s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-12440-v1/nvidia/flywheel_model.1.safetensors
chaiml-mn24b-v2preferwi-12440-v1-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-12440-v1/nvidia/flywheel_model.0.safetensors
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Job chaiml-mn24b-v2preferwi-12440-v1-mkmlizer completed after 508.7s with status: succeeded
Stopping job with name chaiml-mn24b-v2preferwi-12440-v1-mkmlizer
Pipeline stage MKMLizer completed in 509.25s
run pipeline stage %s
Running pipeline stage MKMLTemplater
Pipeline stage MKMLTemplater completed in 0.16s
run pipeline stage %s
Running pipeline stage MKMLDeployer
Creating inference service chaiml-mn24b-v2preferwi-12440-v1
Waiting for inference service chaiml-mn24b-v2preferwi-12440-v1 to be ready
Inference service chaiml-mn24b-v2preferwi-12440-v1 ready after 60.23660612106323s
Pipeline stage MKMLDeployer completed in 60.77s
run pipeline stage %s
Running pipeline stage StressChecker
Failed to get response for submission chaiml-grpo-nis-cs-gudu_93481_v7: ('http://guanaco-model-mesh-load-balancer.model-mesh.k2.chaiverse.com/models/chaiml-grpo-nis-cs-gudu_93481_v7/predict', '{"detail":"1 validation error for RuntimeResponse\\npredictions\\n  Field required [type=missing, input_value={\'detail\': \\"Cannot connec... (\'10.0.0.178\', 8080)]\\"}, input_type=dict]\\n    For further information visit https://errors.pydantic.dev/2.11/v/missing"}')
Received healthy response to inference request in 1.8247425556182861s
Received healthy response to inference request in 1.5733397006988525s
Received healthy response to inference request in 1.4971318244934082s
Received healthy response to inference request in 1.6615736484527588s
Received healthy response to inference request in 1.9005415439605713s
5 requests
0 failed requests
5th percentile: 1.512373399734497
10th percentile: 1.5276149749755858
20th percentile: 1.5580981254577637
30th percentile: 1.5909864902496338
40th percentile: 1.6262800693511963
50th percentile: 1.6615736484527588
60th percentile: 1.7268412113189697
70th percentile: 1.7921087741851807
80th percentile: 1.8399023532867431
90th percentile: 1.8702219486236573
95th percentile: 1.8853817462921143
99th percentile: 1.89750958442688
mean time: 1.6914658546447754
Pipeline stage StressChecker completed in 9.84s
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 0.92s
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 1.03s
Shutdown handler de-registered
chaiml-mn24b-v2preferwi_12440_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 2700.54s
Shutdown handler de-registered
chaiml-mn24b-v2preferwi_12440_v1 status is now inactive due to auto deactivation removed underperforming models
chaiml-mn24b-v2preferwi_12440_v1 status is now torndown due to DeploymentManager action