developer_uid: ChaiHarshitSheoran
submission_id: chaiml-mn24b-v2preferwi_15159_v3
model_name: chaiml-mn24b-v2preferwi_15159_v3
model_group: ChaiML/mn24b_v2preferwin
status: torndown
timestamp: 2025-09-17T03:00:25+00:00
num_battles: 5813
num_wins: 2973
celo_rating: 1265.69
family_friendly_score: 0.5933999999999999
family_friendly_standard_error: 0.006946602622865367
submission_type: basic
model_repo: ChaiML/mn24b_v2preferwin2_qwen_bo4_tune3
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': 0.5428171471141382, 'latency_mean': 1.8421401119232177, 'latency_p50': 1.8344732522964478, 'latency_p90': 2.0345221281051638}, {'batch_size': 3, 'throughput': 1.1064973200553887, 'latency_mean': 2.7037862861156463, 'latency_p50': 2.7015442848205566, 'latency_p90': 2.9733961820602417}, {'batch_size': 5, 'throughput': 1.4245594238401516, 'latency_mean': 3.480871316194534, 'latency_p50': 3.4878982305526733, 'latency_p90': 3.880452513694763}, {'batch_size': 6, 'throughput': 1.5191488864110156, 'latency_mean': 3.9141117620468138, 'latency_p50': 3.9365735054016113, 'latency_p90': 4.396673798561096}, {'batch_size': 8, 'throughput': 1.6931676129804654, 'latency_mean': 4.690956939458847, 'latency_p50': 4.688190698623657, 'latency_p90': 5.335854864120483}, {'batch_size': 10, 'throughput': 1.777486800743873, 'latency_mean': 5.59189157128334, 'latency_p50': 5.6014944314956665, 'latency_p90': 6.29184730052948}]
gpu_counts: {'NVIDIA L40S': 1}
display_name: chaiml-mn24b-v2preferwi_15159_v3
is_internal_developer: False
language_model: ChaiML/mn24b_v2preferwin2_qwen_bo4_tune3
model_size: 24B
ranking_group: single
throughput_3p7s: 1.49
us_pacific_date: 2025-09-16
win_ratio: 0.5114398761396869
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-15159-v3-mkmlizer
Waiting for job on chaiml-mn24b-v2preferwi-15159-v3-mkmlizer to finish
chaiml-mn24b-v2preferwi-15159-v3-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
chaiml-mn24b-v2preferwi-15159-v3-mkmlizer: ║                                                                     ║
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chaiml-mn24b-v2preferwi-15159-v3-mkmlizer: ║   ░███░█████░███   ░███  ███     ░███                               ║
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chaiml-mn24b-v2preferwi-15159-v3-mkmlizer: ║   ░███      ░███   ░███ ░░███    ░███                               ║
chaiml-mn24b-v2preferwi-15159-v3-mkmlizer: ║   █████     █████  █████ ░░████  █████                              ║
chaiml-mn24b-v2preferwi-15159-v3-mkmlizer: ║  ░░░░░     ░░░░░  ░░░░░   ░░░░  ░░░░░                               ║
chaiml-mn24b-v2preferwi-15159-v3-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-15159-v3-mkmlizer: ║  Version: 0.30.2                                                    ║
chaiml-mn24b-v2preferwi-15159-v3-mkmlizer: ║  Features: FLYWHEEL, CUDA                                           ║
chaiml-mn24b-v2preferwi-15159-v3-mkmlizer: ║  Copyright 2023-2025 MK ONE TECHNOLOGIES Inc.                       ║
chaiml-mn24b-v2preferwi-15159-v3-mkmlizer: ║  https://mk1.ai                                                     ║
chaiml-mn24b-v2preferwi-15159-v3-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-15159-v3-mkmlizer: ║  The license key for the current software has been verified as      ║
chaiml-mn24b-v2preferwi-15159-v3-mkmlizer: ║  belonging to:                                                      ║
chaiml-mn24b-v2preferwi-15159-v3-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-15159-v3-mkmlizer: ║  Chai Research Corp.                                                ║
chaiml-mn24b-v2preferwi-15159-v3-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
chaiml-mn24b-v2preferwi-15159-v3-mkmlizer: ║  Expiration: 2028-03-31 23:59:59                                    ║
chaiml-mn24b-v2preferwi-15159-v3-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-15159-v3-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
chaiml-mn24b-v2preferwi-15159-v3-mkmlizer: Downloaded to shared memory in 46.839s
chaiml-mn24b-v2preferwi-15159-v3-mkmlizer: Checking if ChaiML/mn24b_v2preferwin2_qwen_bo4_tune3 already exists in ChaiML
chaiml-mn24b-v2preferwi-15159-v3-mkmlizer: quantizing model to /dev/shm/model_cache, profile:q4, folder:/tmp/tmpbv2er0r4, device:0
chaiml-mn24b-v2preferwi-15159-v3-mkmlizer: Saving flywheel model at /dev/shm/model_cache
chaiml-mn24b-v2preferwi-15159-v3-mkmlizer: quantized model in 287.383s
chaiml-mn24b-v2preferwi-15159-v3-mkmlizer: Processed model ChaiML/mn24b_v2preferwin2_qwen_bo4_tune3 in 334.223s
chaiml-mn24b-v2preferwi-15159-v3-mkmlizer: creating bucket guanaco-mkml-models
chaiml-mn24b-v2preferwi-15159-v3-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
chaiml-mn24b-v2preferwi-15159-v3-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-15159-v3/nvidia
chaiml-mn24b-v2preferwi-15159-v3-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-15159-v3/nvidia/config.json
chaiml-mn24b-v2preferwi-15159-v3-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-15159-v3/nvidia/tokenizer_config.json
chaiml-mn24b-v2preferwi-15159-v3-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-15159-v3/nvidia/special_tokens_map.json
chaiml-mn24b-v2preferwi-15159-v3-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-15159-v3/nvidia/tokenizer.json
chaiml-mn24b-v2preferwi-15159-v3-mkmlizer: cp /dev/shm/model_cache/flywheel_model.1.safetensors s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-15159-v3/nvidia/flywheel_model.1.safetensors
chaiml-mn24b-v2preferwi-15159-v3-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-15159-v3/nvidia/flywheel_model.0.safetensors
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Job chaiml-mn24b-v2preferwi-15159-v3-mkmlizer completed after 437.54s with status: succeeded
Stopping job with name chaiml-mn24b-v2preferwi-15159-v3-mkmlizer
Pipeline stage MKMLizer completed in 437.98s
run pipeline stage %s
Running pipeline stage MKMLTemplater
Pipeline stage MKMLTemplater completed in 0.14s
run pipeline stage %s
Running pipeline stage MKMLDeployer
Creating inference service chaiml-mn24b-v2preferwi-15159-v3
Waiting for inference service chaiml-mn24b-v2preferwi-15159-v3 to be ready
Inference service chaiml-mn24b-v2preferwi-15159-v3 ready after 30.517870664596558s
Pipeline stage MKMLDeployer completed in 31.08s
run pipeline stage %s
Running pipeline stage StressChecker
Received healthy response to inference request in 2.0379114151000977s
Received healthy response to inference request in 1.7282307147979736s
Received healthy response to inference request in 2.0245227813720703s
Received healthy response to inference request in 2.0579707622528076s
Received healthy response to inference request in 1.8001675605773926s
5 requests
0 failed requests
5th percentile: 1.7426180839538574
10th percentile: 1.7570054531097412
20th percentile: 1.7857801914215088
30th percentile: 1.845038604736328
40th percentile: 1.9347806930541993
50th percentile: 2.0245227813720703
60th percentile: 2.0298782348632813
70th percentile: 2.0352336883544924
80th percentile: 2.0419232845306396
90th percentile: 2.0499470233917236
95th percentile: 2.0539588928222656
99th percentile: 2.057168388366699
mean time: 1.9297606468200683
Pipeline stage StressChecker completed in 10.93s
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 0.75s
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 0.69s
Shutdown handler de-registered
chaiml-mn24b-v2preferwi_15159_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 0.10s
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-15159-v3-profiler
Waiting for inference service chaiml-mn24b-v2preferwi-15159-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
Pipeline stage OfflineFamilyFriendlyScorer completed in 2468.54s
Shutdown handler de-registered
chaiml-mn24b-v2preferwi_15159_v3 status is now inactive due to auto deactivation removed underperforming models
chaiml-mn24b-v2preferwi_15159_v3 status is now torndown due to DeploymentManager action