developer_uid: ChaiHarshitSheoran
submission_id: chaiml-mn24b-v2preferwi_77813_v4
model_name: chaiml-mn24b-v2preferwi_77813_v4
model_group: ChaiML/mn24b_v2preferwin
status: torndown
timestamp: 2025-09-20T23:27:51+00:00
num_battles: 6004
num_wins: 3097
celo_rating: 1270.25
family_friendly_score: 0.595
family_friendly_standard_error: 0.00694226187924368
submission_type: basic
model_repo: ChaiML/mn24b_v2preferwin2_qwen_bo16_idxs4_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': 0.546941959602291, 'latency_mean': 1.8282259595394135, 'latency_p50': 1.834641695022583, 'latency_p90': 2.0294750213623045}, {'batch_size': 3, 'throughput': 1.1124158801271997, 'latency_mean': 2.6879969573020936, 'latency_p50': 2.6661174297332764, 'latency_p90': 3.001527261734009}, {'batch_size': 5, 'throughput': 1.435287680355815, 'latency_mean': 3.4702502489089966, 'latency_p50': 3.4742029905319214, 'latency_p90': 3.911962652206421}, {'batch_size': 6, 'throughput': 1.5377118870408477, 'latency_mean': 3.873794926404953, 'latency_p50': 3.8654890060424805, 'latency_p90': 4.364681649208069}, {'batch_size': 8, 'throughput': 1.6957012697852447, 'latency_mean': 4.673851393461227, 'latency_p50': 4.7118165493011475, 'latency_p90': 5.319704794883728}, {'batch_size': 10, 'throughput': 1.762398821888585, 'latency_mean': 5.6329302775859835, 'latency_p50': 5.681033611297607, 'latency_p90': 6.384313106536865}]
gpu_counts: {'NVIDIA L40S': 1}
display_name: chaiml-mn24b-v2preferwi_77813_v4
is_internal_developer: False
language_model: ChaiML/mn24b_v2preferwin2_qwen_bo16_idxs4_tune2
model_size: 24B
ranking_group: single
throughput_3p7s: 1.51
us_pacific_date: 2025-09-20
win_ratio: 0.5158227848101266
generation_params: {'temperature': 0.75, '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-77813-v4-mkmlizer
Waiting for job on chaiml-mn24b-v2preferwi-77813-v4-mkmlizer to finish
chaiml-mn24b-v2preferwi-77813-v4-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
chaiml-mn24b-v2preferwi-77813-v4-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-77813-v4-mkmlizer: ║   ██████   ██████  █████   ████  ████                               ║
chaiml-mn24b-v2preferwi-77813-v4-mkmlizer: ║  ░░██████ ██████  ░░███   ███░  ░░███                               ║
chaiml-mn24b-v2preferwi-77813-v4-mkmlizer: ║   ░███░█████░███   ░███  ███     ░███                               ║
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chaiml-mn24b-v2preferwi-77813-v4-mkmlizer: ║   ░███      ░███   ░███ ░░███    ░███                               ║
chaiml-mn24b-v2preferwi-77813-v4-mkmlizer: ║   █████     █████  █████ ░░████  █████                              ║
chaiml-mn24b-v2preferwi-77813-v4-mkmlizer: ║  ░░░░░     ░░░░░  ░░░░░   ░░░░  ░░░░░                               ║
chaiml-mn24b-v2preferwi-77813-v4-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-77813-v4-mkmlizer: ║  Version: 0.30.2                                                    ║
chaiml-mn24b-v2preferwi-77813-v4-mkmlizer: ║  Features: FLYWHEEL, CUDA                                           ║
chaiml-mn24b-v2preferwi-77813-v4-mkmlizer: ║  Copyright 2023-2025 MK ONE TECHNOLOGIES Inc.                       ║
chaiml-mn24b-v2preferwi-77813-v4-mkmlizer: ║  https://mk1.ai                                                     ║
chaiml-mn24b-v2preferwi-77813-v4-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-77813-v4-mkmlizer: ║  The license key for the current software has been verified as      ║
chaiml-mn24b-v2preferwi-77813-v4-mkmlizer: ║  belonging to:                                                      ║
chaiml-mn24b-v2preferwi-77813-v4-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-77813-v4-mkmlizer: ║  Chai Research Corp.                                                ║
chaiml-mn24b-v2preferwi-77813-v4-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
chaiml-mn24b-v2preferwi-77813-v4-mkmlizer: ║  Expiration: 2028-03-31 23:59:59                                    ║
chaiml-mn24b-v2preferwi-77813-v4-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-77813-v4-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
chaiml-mn24b-v2preferwi-77813-v4-mkmlizer: Downloaded to shared memory in 109.357s
chaiml-mn24b-v2preferwi-77813-v4-mkmlizer: Checking if ChaiML/mn24b_v2preferwin2_qwen_bo16_idxs4_tune2 already exists in ChaiML
chaiml-mn24b-v2preferwi-77813-v4-mkmlizer: quantizing model to /dev/shm/model_cache, profile:q4, folder:/tmp/tmp3q_a4ulc, device:0
chaiml-mn24b-v2preferwi-77813-v4-mkmlizer: Saving flywheel model at /dev/shm/model_cache
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-77813-v4-mkmlizer: quantized model in 281.790s
chaiml-mn24b-v2preferwi-77813-v4-mkmlizer: Processed model ChaiML/mn24b_v2preferwin2_qwen_bo16_idxs4_tune2 in 391.148s
chaiml-mn24b-v2preferwi-77813-v4-mkmlizer: creating bucket guanaco-mkml-models
chaiml-mn24b-v2preferwi-77813-v4-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
chaiml-mn24b-v2preferwi-77813-v4-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-77813-v4/nvidia
chaiml-mn24b-v2preferwi-77813-v4-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-77813-v4/nvidia/config.json
chaiml-mn24b-v2preferwi-77813-v4-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-77813-v4/nvidia/special_tokens_map.json
chaiml-mn24b-v2preferwi-77813-v4-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-77813-v4/nvidia/tokenizer_config.json
chaiml-mn24b-v2preferwi-77813-v4-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-77813-v4/nvidia/tokenizer.json
chaiml-mn24b-v2preferwi-77813-v4-mkmlizer: cp /dev/shm/model_cache/flywheel_model.1.safetensors s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-77813-v4/nvidia/flywheel_model.1.safetensors
chaiml-mn24b-v2preferwi-77813-v4-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-77813-v4/nvidia/flywheel_model.0.safetensors
chaiml-mn24b-v2preferwi-77813-v4-mkmlizer: 
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Job chaiml-mn24b-v2preferwi-77813-v4-mkmlizer completed after 460.13s with status: succeeded
Stopping job with name chaiml-mn24b-v2preferwi-77813-v4-mkmlizer
Pipeline stage MKMLizer completed in 460.62s
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-77813-v4
Waiting for inference service chaiml-mn24b-v2preferwi-77813-v4 to be ready
Inference service chaiml-mn24b-v2preferwi-77813-v4 ready after 70.75836563110352s
Pipeline stage MKMLDeployer completed in 71.67s
run pipeline stage %s
Running pipeline stage StressChecker
Received healthy response to inference request in 2.195282220840454s
Received healthy response to inference request in 1.6787364482879639s
Received healthy response to inference request in 1.96970796585083s
Received healthy response to inference request in 1.6836657524108887s
Received healthy response to inference request in 1.9824504852294922s
5 requests
0 failed requests
5th percentile: 1.6797223091125488
10th percentile: 1.6807081699371338
20th percentile: 1.6826798915863037
30th percentile: 1.7408741950988769
40th percentile: 1.8552910804748535
50th percentile: 1.96970796585083
60th percentile: 1.974804973602295
70th percentile: 1.9799019813537597
80th percentile: 2.0250168323516844
90th percentile: 2.1101495265960692
95th percentile: 2.152715873718262
99th percentile: 2.1867689514160156
mean time: 1.9019685745239259
Pipeline stage StressChecker completed in 11.19s
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 0.69s
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 0.64s
Shutdown handler de-registered
chaiml-mn24b-v2preferwi_77813_v4 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 0.10s
run pipeline stage %s
Running pipeline stage MKMLProfilerTemplater
Pipeline stage MKMLProfilerTemplater completed in 0.09s
run pipeline stage %s
Running pipeline stage MKMLProfilerDeployer
Creating inference service chaiml-mn24b-v2preferwi-77813-v4-profiler
Waiting for inference service chaiml-mn24b-v2preferwi-77813-v4-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
Pipeline stage OfflineFamilyFriendlyScorer completed in 2799.48s
Shutdown handler de-registered
chaiml-mn24b-v2preferwi_77813_v4 status is now inactive due to auto deactivation removed underperforming models
chaiml-mn24b-v2preferwi_77813_v4 status is now torndown due to DeploymentManager action