developer_uid: ChaiHarshitSheoran
submission_id: chaiml-mn24b-v2preferwi_76437_v3
model_name: chaiml-mn24b-v2preferwi_76437_v3
model_group: ChaiML/mn24b_v2preferwin
status: torndown
timestamp: 2025-09-27T19:41:46+00:00
num_battles: 6379
num_wins: 3133
celo_rating: 1280.65
family_friendly_score: 0.526
family_friendly_standard_error: 0.007061501256815012
submission_type: basic
model_repo: ChaiML/mn24b_v2preferwin2_qwen_nonl_bo64_tune2
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': 0.5470163980017246, 'latency_mean': 1.8279798877239228, 'latency_p50': 1.8274167776107788, 'latency_p90': 2.0196273565292358}, {'batch_size': 3, 'throughput': 1.097128647983771, 'latency_mean': 2.7284620344638824, 'latency_p50': 2.7504228353500366, 'latency_p90': 3.0312458515167235}, {'batch_size': 5, 'throughput': 1.398110148417819, 'latency_mean': 3.5643476784229278, 'latency_p50': 3.5497127771377563, 'latency_p90': 4.026232814788818}, {'batch_size': 6, 'throughput': 1.5027439570442718, 'latency_mean': 3.9590904021263125, 'latency_p50': 3.970659852027893, 'latency_p90': 4.538510704040528}, {'batch_size': 8, 'throughput': 1.6661420427618843, 'latency_mean': 4.762391693592072, 'latency_p50': 4.785010576248169, 'latency_p90': 5.3825684785842896}, {'batch_size': 10, 'throughput': 1.7197211880440775, 'latency_mean': 5.769602259397507, 'latency_p50': 5.791377425193787, 'latency_p90': 6.502078175544739}]
gpu_counts: {'NVIDIA L40S': 1}
display_name: chaiml-mn24b-v2preferwi_76437_v3
is_internal_developer: False
language_model: ChaiML/mn24b_v2preferwin2_qwen_nonl_bo64_tune2
model_size: 24B
ranking_group: single
throughput_3p7s: 1.44
us_pacific_date: 2025-09-27
win_ratio: 0.49114281235303336
generation_params: {'temperature': 0.7, '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-76437-v3-mkmlizer
Waiting for job on chaiml-mn24b-v2preferwi-76437-v3-mkmlizer to finish
chaiml-mn24b-v2preferwi-76437-v3-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
chaiml-mn24b-v2preferwi-76437-v3-mkmlizer: ║                                                                     ║
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chaiml-mn24b-v2preferwi-76437-v3-mkmlizer: ║   █████     █████  █████ ░░████  █████                              ║
chaiml-mn24b-v2preferwi-76437-v3-mkmlizer: ║  ░░░░░     ░░░░░  ░░░░░   ░░░░  ░░░░░                               ║
chaiml-mn24b-v2preferwi-76437-v3-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-76437-v3-mkmlizer: ║  Version: 0.30.2                                                    ║
chaiml-mn24b-v2preferwi-76437-v3-mkmlizer: ║  Features: FLYWHEEL, CUDA                                           ║
chaiml-mn24b-v2preferwi-76437-v3-mkmlizer: ║  Copyright 2023-2025 MK ONE TECHNOLOGIES Inc.                       ║
chaiml-mn24b-v2preferwi-76437-v3-mkmlizer: ║  https://mk1.ai                                                     ║
chaiml-mn24b-v2preferwi-76437-v3-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-76437-v3-mkmlizer: ║  The license key for the current software has been verified as      ║
chaiml-mn24b-v2preferwi-76437-v3-mkmlizer: ║  belonging to:                                                      ║
chaiml-mn24b-v2preferwi-76437-v3-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-76437-v3-mkmlizer: ║  Chai Research Corp.                                                ║
chaiml-mn24b-v2preferwi-76437-v3-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
chaiml-mn24b-v2preferwi-76437-v3-mkmlizer: ║  Expiration: 2028-03-31 23:59:59                                    ║
chaiml-mn24b-v2preferwi-76437-v3-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-76437-v3-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
chaiml-mn24b-v2preferwi-76437-v3-mkmlizer: Downloaded to shared memory in 92.948s
chaiml-mn24b-v2preferwi-76437-v3-mkmlizer: Checking if ChaiML/mn24b_v2preferwin2_qwen_nonl_bo64_tune2 already exists in ChaiML
chaiml-mn24b-v2preferwi-76437-v3-mkmlizer: quantizing model to /dev/shm/model_cache, profile:q4, folder:/tmp/tmp8nrmdfcr, device:0
chaiml-mn24b-v2preferwi-76437-v3-mkmlizer: Saving flywheel model at /dev/shm/model_cache
Failed to get response for submission chaiml-0925-tl-zl-dummy_22961_v2: HTTPConnectionPool(host='chaiml-0925-tl-zl-dummy-22961-v2-predictor.creator-studio.kchai-coreweave-us-east-04a.chaiverse.com', port=80): Read timed out. (read timeout=12.0)
chaiml-mn24b-v2preferwi-76437-v3-mkmlizer: quantized model in 287.695s
chaiml-mn24b-v2preferwi-76437-v3-mkmlizer: Processed model ChaiML/mn24b_v2preferwin2_qwen_nonl_bo64_tune2 in 380.643s
chaiml-mn24b-v2preferwi-76437-v3-mkmlizer: creating bucket guanaco-mkml-models
chaiml-mn24b-v2preferwi-76437-v3-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
chaiml-mn24b-v2preferwi-76437-v3-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-76437-v3/nvidia
chaiml-mn24b-v2preferwi-76437-v3-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-76437-v3/nvidia/config.json
chaiml-mn24b-v2preferwi-76437-v3-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-76437-v3/nvidia/special_tokens_map.json
chaiml-mn24b-v2preferwi-76437-v3-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-76437-v3/nvidia/tokenizer_config.json
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-76437-v3-mkmlizer: cp /dev/shm/model_cache/flywheel_model.1.safetensors s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-76437-v3/nvidia/flywheel_model.1.safetensors
chaiml-mn24b-v2preferwi-76437-v3-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-76437-v3/nvidia/flywheel_model.0.safetensors
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Job chaiml-mn24b-v2preferwi-76437-v3-mkmlizer completed after 500.48s with status: succeeded
Stopping job with name chaiml-mn24b-v2preferwi-76437-v3-mkmlizer
Pipeline stage MKMLizer completed in 500.97s
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-76437-v3
Waiting for inference service chaiml-mn24b-v2preferwi-76437-v3 to be ready
Inference service chaiml-mn24b-v2preferwi-76437-v3 ready after 60.691187381744385s
Pipeline stage MKMLDeployer completed in 61.14s
run pipeline stage %s
Running pipeline stage StressChecker
Received healthy response to inference request in 2.170036792755127s
Received healthy response to inference request in 1.6466898918151855s
Received healthy response to inference request in 2.7062342166900635s
Received healthy response to inference request in 2.0786514282226562s
Received healthy response to inference request in 1.6658995151519775s
5 requests
0 failed requests
5th percentile: 1.650531816482544
10th percentile: 1.6543737411499024
20th percentile: 1.662057590484619
30th percentile: 1.7484498977661134
40th percentile: 1.9135506629943848
50th percentile: 2.0786514282226562
60th percentile: 2.1152055740356444
70th percentile: 2.151759719848633
80th percentile: 2.2772762775421143
90th percentile: 2.491755247116089
95th percentile: 2.598994731903076
99th percentile: 2.684786319732666
mean time: 2.0535023689270018
Pipeline stage StressChecker completed in 12.32s
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 0.63s
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 0.75s
Shutdown handler de-registered
chaiml-mn24b-v2preferwi_76437_v3 status is now deployed due to DeploymentManager action
Shutdown handler registered
run pipeline %s
run pipeline stage %s
Running pipeline stage MKMLProfilerDeleter
Skipping teardown as no inference service was successfully deployed
Pipeline stage MKMLProfilerDeleter completed in 0.09s
run pipeline stage %s
Running pipeline stage MKMLProfilerTemplater
Pipeline stage MKMLProfilerTemplater completed in 0.08s
run pipeline stage %s
Running pipeline stage MKMLProfilerDeployer
Creating inference service chaiml-mn24b-v2preferwi-76437-v3-profiler
Waiting for inference service chaiml-mn24b-v2preferwi-76437-v3-profiler to be ready
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
%s, retrying in %s seconds...
Evaluating %s Family Friendly Score with %s threads
clean up pipeline due to error=DeploymentChecksError('None: None')
Shutdown handler de-registered
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
%s, retrying in %s seconds...
Evaluating %s Family Friendly Score with %s threads
clean up pipeline due to error=DeploymentChecksError('None: None')
Shutdown handler de-registered
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 4101.24s
Shutdown handler de-registered
chaiml-mn24b-v2preferwi_76437_v3 status is now inactive due to auto deactivation removed underperforming models
chaiml-mn24b-v2preferwi_76437_v3 status is now torndown due to DeploymentManager action