developer_uid: ChaiHarshitSheoran
submission_id: chaiml-mn24b-v2preferwi_92877_v5
model_name: chaiml-mn24b-v2preferwi_92877_v5
model_group: ChaiML/mn24b_v2preferwin
status: torndown
timestamp: 2025-09-27T07:10:02+00:00
num_battles: 5918
num_wins: 2906
celo_rating: 1278.48
family_friendly_score: 0.0
family_friendly_standard_error: 0.0
submission_type: basic
model_repo: ChaiML/mn24b_v2preferwin2_qwen_nonl_bo64_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': 0.5499065392491397, 'latency_mean': 1.8183705687522889, 'latency_p50': 1.8250123262405396, 'latency_p90': 2.0172149419784544}, {'batch_size': 3, 'throughput': 1.1104079875255843, 'latency_mean': 2.684961758852005, 'latency_p50': 2.7032665014266968, 'latency_p90': 2.965056300163269}, {'batch_size': 5, 'throughput': 1.4515519141416324, 'latency_mean': 3.4381606554985047, 'latency_p50': 3.4326488971710205, 'latency_p90': 3.842709994316101}, {'batch_size': 6, 'throughput': 1.572677025411372, 'latency_mean': 3.7986889231204986, 'latency_p50': 3.7802889347076416, 'latency_p90': 4.350917983055115}, {'batch_size': 8, 'throughput': 1.7123633055741962, 'latency_mean': 4.62575328707695, 'latency_p50': 4.626672029495239, 'latency_p90': 5.22027862071991}, {'batch_size': 10, 'throughput': 1.7951055940338267, 'latency_mean': 5.526153689622879, 'latency_p50': 5.568326354026794, 'latency_p90': 6.2278258323669435}]
gpu_counts: {'NVIDIA L40S': 1}
display_name: chaiml-mn24b-v2preferwi_92877_v5
is_internal_developer: False
language_model: ChaiML/mn24b_v2preferwin2_qwen_nonl_bo64_tune1
model_size: 24B
ranking_group: single
throughput_3p7s: 1.55
us_pacific_date: 2025-09-27
win_ratio: 0.4910442717134167
generation_params: {'temperature': 0.8, '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-92877-v5-mkmlizer
Waiting for job on chaiml-mn24b-v2preferwi-92877-v5-mkmlizer to finish
chaiml-mn24b-v2preferwi-92877-v5-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
chaiml-mn24b-v2preferwi-92877-v5-mkmlizer: ║                                                                     ║
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chaiml-mn24b-v2preferwi-92877-v5-mkmlizer: ║  ░░██████ ██████  ░░███   ███░  ░░███                               ║
chaiml-mn24b-v2preferwi-92877-v5-mkmlizer: ║   ░███░█████░███   ░███  ███     ░███                               ║
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chaiml-mn24b-v2preferwi-92877-v5-mkmlizer: ║   ░███      ░███   ░███ ░░███    ░███                               ║
chaiml-mn24b-v2preferwi-92877-v5-mkmlizer: ║   █████     █████  █████ ░░████  █████                              ║
chaiml-mn24b-v2preferwi-92877-v5-mkmlizer: ║  ░░░░░     ░░░░░  ░░░░░   ░░░░  ░░░░░                               ║
chaiml-mn24b-v2preferwi-92877-v5-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-92877-v5-mkmlizer: ║  Version: 0.30.2                                                    ║
chaiml-mn24b-v2preferwi-92877-v5-mkmlizer: ║  Features: FLYWHEEL, CUDA                                           ║
chaiml-mn24b-v2preferwi-92877-v5-mkmlizer: ║  Copyright 2023-2025 MK ONE TECHNOLOGIES Inc.                       ║
chaiml-mn24b-v2preferwi-92877-v5-mkmlizer: ║  https://mk1.ai                                                     ║
chaiml-mn24b-v2preferwi-92877-v5-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-92877-v5-mkmlizer: ║  The license key for the current software has been verified as      ║
chaiml-mn24b-v2preferwi-92877-v5-mkmlizer: ║  belonging to:                                                      ║
chaiml-mn24b-v2preferwi-92877-v5-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-92877-v5-mkmlizer: ║  Chai Research Corp.                                                ║
chaiml-mn24b-v2preferwi-92877-v5-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
chaiml-mn24b-v2preferwi-92877-v5-mkmlizer: ║  Expiration: 2028-03-31 23:59:59                                    ║
chaiml-mn24b-v2preferwi-92877-v5-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-92877-v5-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
chaiml-mn24b-v2preferwi-92877-v5-mkmlizer: Downloaded to shared memory in 157.995s
chaiml-mn24b-v2preferwi-92877-v5-mkmlizer: Checking if ChaiML/mn24b_v2preferwin2_qwen_nonl_bo64_tune1 already exists in ChaiML
chaiml-mn24b-v2preferwi-92877-v5-mkmlizer: quantizing model to /dev/shm/model_cache, profile:q4, folder:/tmp/tmp5hz3rjun, device:0
chaiml-mn24b-v2preferwi-92877-v5-mkmlizer: Saving flywheel model at /dev/shm/model_cache
chaiml-mn24b-v2preferwi-92877-v5-mkmlizer: quantized model in 283.677s
chaiml-mn24b-v2preferwi-92877-v5-mkmlizer: Processed model ChaiML/mn24b_v2preferwin2_qwen_nonl_bo64_tune1 in 441.672s
chaiml-mn24b-v2preferwi-92877-v5-mkmlizer: creating bucket guanaco-mkml-models
chaiml-mn24b-v2preferwi-92877-v5-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
chaiml-mn24b-v2preferwi-92877-v5-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-92877-v5/nvidia
chaiml-mn24b-v2preferwi-92877-v5-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-92877-v5/nvidia/config.json
chaiml-mn24b-v2preferwi-92877-v5-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-92877-v5/nvidia/special_tokens_map.json
chaiml-mn24b-v2preferwi-92877-v5-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-92877-v5/nvidia/tokenizer_config.json
chaiml-mn24b-v2preferwi-92877-v5-mkmlizer: cp /dev/shm/model_cache/flywheel_model.1.safetensors s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-92877-v5/nvidia/flywheel_model.1.safetensors
chaiml-mn24b-v2preferwi-92877-v5-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-92877-v5/nvidia/flywheel_model.0.safetensors
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Job chaiml-mn24b-v2preferwi-92877-v5-mkmlizer completed after 549.76s with status: succeeded
Stopping job with name chaiml-mn24b-v2preferwi-92877-v5-mkmlizer
Pipeline stage MKMLizer completed in 550.30s
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-mn24b-v2preferwi-92877-v5
Waiting for inference service chaiml-mn24b-v2preferwi-92877-v5 to be ready
Inference service chaiml-mn24b-v2preferwi-92877-v5 ready after 40.301249265670776s
Pipeline stage MKMLDeployer completed in 41.50s
run pipeline stage %s
Running pipeline stage StressChecker
Received healthy response to inference request in 2.0584468841552734s
Received healthy response to inference request in 1.4904544353485107s
Received healthy response to inference request in 2.4948201179504395s
Received healthy response to inference request in 1.335235357284546s
Received healthy response to inference request in 2.0946645736694336s
5 requests
0 failed requests
5th percentile: 1.366279172897339
10th percentile: 1.397322988510132
20th percentile: 1.4594106197357177
30th percentile: 1.6040529251098632
40th percentile: 1.8312499046325683
50th percentile: 2.0584468841552734
60th percentile: 2.0729339599609373
70th percentile: 2.0874210357666017
80th percentile: 2.174695682525635
90th percentile: 2.334757900238037
95th percentile: 2.414789009094238
99th percentile: 2.478813896179199
mean time: 1.8947242736816405
Pipeline stage StressChecker completed in 10.89s
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 1.42s
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 1.98s
Shutdown handler de-registered
chaiml-mn24b-v2preferwi_92877_v5 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
%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
%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
chaiml-mn24b-v2preferwi_92877_v5 status is now inactive due to auto deactivation removed underperforming models
chaiml-mn24b-v2preferwi_92877_v5 status is now torndown due to DeploymentManager action