developer_uid: ChaiHarshitSheoran
submission_id: chaiml-mn24b-v2preferwi_3050_v18
model_name: chaiml-mn24b-v2preferwi_3050_v18
model_group: ChaiML/mn24b_v2preferwin
status: torndown
timestamp: 2025-09-14T02:23:08+00:00
num_battles: 6330
num_wins: 3394
celo_rating: 1282.47
family_friendly_score: 0.5853999999999999
family_friendly_standard_error: 0.006967163554847841
submission_type: basic
model_repo: ChaiML/mn24b_v2preferwin1syn1_tune16
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': 0.5443388006939586, 'latency_mean': 1.836974209547043, 'latency_p50': 1.8460729122161865, 'latency_p90': 2.039691853523254}, {'batch_size': 3, 'throughput': 1.1026777740351787, 'latency_mean': 2.7168995189666747, 'latency_p50': 2.7274614572525024, 'latency_p90': 3.0155142545700073}, {'batch_size': 5, 'throughput': 1.4233780363472976, 'latency_mean': 3.507918013334274, 'latency_p50': 3.5211071968078613, 'latency_p90': 3.9704338550567626}, {'batch_size': 6, 'throughput': 1.5127512313647309, 'latency_mean': 3.9309958028793335, 'latency_p50': 3.9154082536697388, 'latency_p90': 4.474292039871216}, {'batch_size': 8, 'throughput': 1.6628575458717934, 'latency_mean': 4.763025853633881, 'latency_p50': 4.704411268234253, 'latency_p90': 5.529215860366821}, {'batch_size': 10, 'throughput': 1.7348476523600744, 'latency_mean': 5.719334174394607, 'latency_p50': 5.741063356399536, 'latency_p90': 6.46736397743225}]
gpu_counts: {'NVIDIA L40S': 1}
display_name: chaiml-mn24b-v2preferwi_3050_v18
is_internal_developer: False
language_model: ChaiML/mn24b_v2preferwin1syn1_tune16
model_size: 24B
ranking_group: single
throughput_3p7s: 1.47
us_pacific_date: 2025-09-13
win_ratio: 0.536176935229068
generation_params: {'temperature': 0.7, 'top_p': 0.95, 'min_p': 0.05, 'top_k': 40, 'presence_penalty': 0.25, 'frequency_penalty': 0.25, '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': '{prompt}\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-3050-v18-mkmlizer
Waiting for job on chaiml-mn24b-v2preferwi-3050-v18-mkmlizer to finish
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chaiml-mn24b-v2preferwi-3050-v18-mkmlizer: ║                                                                     ║
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chaiml-mn24b-v2preferwi-3050-v18-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-3050-v18-mkmlizer: ║  Version: 0.30.2                                                    ║
chaiml-mn24b-v2preferwi-3050-v18-mkmlizer: ║  Features: FLYWHEEL, CUDA                                           ║
chaiml-mn24b-v2preferwi-3050-v18-mkmlizer: ║  Copyright 2023-2025 MK ONE TECHNOLOGIES Inc.                       ║
chaiml-mn24b-v2preferwi-3050-v18-mkmlizer: ║  https://mk1.ai                                                     ║
chaiml-mn24b-v2preferwi-3050-v18-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-3050-v18-mkmlizer: ║  The license key for the current software has been verified as      ║
chaiml-mn24b-v2preferwi-3050-v18-mkmlizer: ║  belonging to:                                                      ║
chaiml-mn24b-v2preferwi-3050-v18-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-3050-v18-mkmlizer: ║  Chai Research Corp.                                                ║
chaiml-mn24b-v2preferwi-3050-v18-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
chaiml-mn24b-v2preferwi-3050-v18-mkmlizer: ║  Expiration: 2028-03-31 23:59:59                                    ║
chaiml-mn24b-v2preferwi-3050-v18-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-3050-v18-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
chaiml-mn24b-v2preferwi-3050-v18-mkmlizer: Downloaded to shared memory in 60.779s
chaiml-mn24b-v2preferwi-3050-v18-mkmlizer: Checking if ChaiML/mn24b_v2preferwin1syn1_tune16 already exists in ChaiML
chaiml-mn24b-v2preferwi-3050-v18-mkmlizer: quantizing model to /dev/shm/model_cache, profile:q4, folder:/tmp/tmp7jrr4cki, device:0
chaiml-mn24b-v2preferwi-3050-v18-mkmlizer: Saving flywheel model at /dev/shm/model_cache
Stopping job with name chaiml-mn24b-v2preferwi-3050-v18-mkmlizer
%s, retrying in %s seconds...
Starting job with name chaiml-mn24b-v2preferwi-3050-v18-mkmlizer
Waiting for job on chaiml-mn24b-v2preferwi-3050-v18-mkmlizer to finish
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chaiml-mn24b-v2preferwi-3050-v18-mkmlizer: ║                                                                     ║
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chaiml-mn24b-v2preferwi-3050-v18-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-3050-v18-mkmlizer: ║  Version: 0.30.2                                                    ║
chaiml-mn24b-v2preferwi-3050-v18-mkmlizer: ║  Features: FLYWHEEL, CUDA                                           ║
chaiml-mn24b-v2preferwi-3050-v18-mkmlizer: ║  Copyright 2023-2025 MK ONE TECHNOLOGIES Inc.                       ║
chaiml-mn24b-v2preferwi-3050-v18-mkmlizer: ║  https://mk1.ai                                                     ║
chaiml-mn24b-v2preferwi-3050-v18-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-3050-v18-mkmlizer: ║  The license key for the current software has been verified as      ║
chaiml-mn24b-v2preferwi-3050-v18-mkmlizer: ║  belonging to:                                                      ║
chaiml-mn24b-v2preferwi-3050-v18-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-3050-v18-mkmlizer: ║  Chai Research Corp.                                                ║
chaiml-mn24b-v2preferwi-3050-v18-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
chaiml-mn24b-v2preferwi-3050-v18-mkmlizer: ║  Expiration: 2028-03-31 23:59:59                                    ║
chaiml-mn24b-v2preferwi-3050-v18-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-3050-v18-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
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-3050-v18-mkmlizer: Downloaded to shared memory in 76.156s
chaiml-mn24b-v2preferwi-3050-v18-mkmlizer: Checking if ChaiML/mn24b_v2preferwin1syn1_tune16 already exists in ChaiML
chaiml-mn24b-v2preferwi-3050-v18-mkmlizer: quantizing model to /dev/shm/model_cache, profile:q4, folder:/tmp/tmpr0qtlple, device:0
chaiml-mn24b-v2preferwi-3050-v18-mkmlizer: Saving flywheel model at /dev/shm/model_cache
chaiml-mn24b-v2preferwi-3050-v18-mkmlizer: quantized model in 286.674s
chaiml-mn24b-v2preferwi-3050-v18-mkmlizer: Processed model ChaiML/mn24b_v2preferwin1syn1_tune16 in 362.830s
chaiml-mn24b-v2preferwi-3050-v18-mkmlizer: creating bucket guanaco-mkml-models
chaiml-mn24b-v2preferwi-3050-v18-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-3050-v18/nvidia/tokenizer_config.json
chaiml-mn24b-v2preferwi-3050-v18-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-3050-v18/nvidia/tokenizer.json
chaiml-mn24b-v2preferwi-3050-v18-mkmlizer: cp /dev/shm/model_cache/flywheel_model.1.safetensors s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-3050-v18/nvidia/flywheel_model.1.safetensors
chaiml-mn24b-v2preferwi-3050-v18-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-3050-v18/nvidia/flywheel_model.0.safetensors
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Job chaiml-mn24b-v2preferwi-3050-v18-mkmlizer completed after 428.09s with status: succeeded
Stopping job with name chaiml-mn24b-v2preferwi-3050-v18-mkmlizer
Pipeline stage MKMLizer completed in 765.14s
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-mn24b-v2preferwi-3050-v18
Waiting for inference service chaiml-mn24b-v2preferwi-3050-v18 to be ready
Inference service chaiml-mn24b-v2preferwi-3050-v18 ready after 60.28571820259094s
Pipeline stage MKMLDeployer completed in 60.78s
run pipeline stage %s
Running pipeline stage StressChecker
Received healthy response to inference request in 2.2767906188964844s
Received healthy response to inference request in 1.7250285148620605s
Received healthy response to inference request in 1.8538970947265625s
Received healthy response to inference request in 1.8139185905456543s
Received healthy response to inference request in 1.8707938194274902s
5 requests
0 failed requests
5th percentile: 1.7428065299987794
10th percentile: 1.760584545135498
20th percentile: 1.7961405754089355
30th percentile: 1.821914291381836
40th percentile: 1.8379056930541993
50th percentile: 1.8538970947265625
60th percentile: 1.8606557846069336
70th percentile: 1.8674144744873047
80th percentile: 1.9519931793212892
90th percentile: 2.114391899108887
95th percentile: 2.1955912590026854
99th percentile: 2.2605507469177244
mean time: 1.9080857276916503
Pipeline stage StressChecker completed in 10.94s
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 0.81s
Shutdown handler de-registered
chaiml-mn24b-v2preferwi_3050_v18 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 3020.95s
Shutdown handler de-registered
chaiml-mn24b-v2preferwi_3050_v18 status is now inactive due to auto deactivation removed underperforming models
chaiml-mn24b-v2preferwi_3050_v18 status is now torndown due to DeploymentManager action