developer_uid: ChaiHarshitSheoran
submission_id: chaiml-mn24b-v2preferwi_29011_v2
model_name: chaiml-mn24b-v2preferwi_29011_v2
model_group: ChaiML/mn24b_v2preferwin
status: torndown
timestamp: 2025-09-18T20:33:27+00:00
num_battles: 5386
num_wins: 2839
celo_rating: 1276.78
family_friendly_score: 0.5771999999999999
family_friendly_standard_error: 0.0069862745437035325
submission_type: basic
model_repo: ChaiML/mn24b_v2preferwin2_qwen_bo16_tune5
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': 0.5445901287110658, 'latency_mean': 1.8361458790302276, 'latency_p50': 1.8301658630371094, 'latency_p90': 2.0302653551101684}, {'batch_size': 3, 'throughput': 1.1138394984705495, 'latency_mean': 2.6825989747047423, 'latency_p50': 2.6519569158554077, 'latency_p90': 3.0609243869781495}, {'batch_size': 5, 'throughput': 1.4240986433207834, 'latency_mean': 3.4929534828662874, 'latency_p50': 3.4721559286117554, 'latency_p90': 3.9601640939712524}, {'batch_size': 6, 'throughput': 1.52625393150655, 'latency_mean': 3.911935809850693, 'latency_p50': 3.8893487453460693, 'latency_p90': 4.47892656326294}, {'batch_size': 8, 'throughput': 1.6889798464744838, 'latency_mean': 4.7062520813941955, 'latency_p50': 4.69517719745636, 'latency_p90': 5.414367747306824}, {'batch_size': 10, 'throughput': 1.7425353305680948, 'latency_mean': 5.691121861934662, 'latency_p50': 5.7130091190338135, 'latency_p90': 6.496032118797302}]
gpu_counts: {'NVIDIA L40S': 1}
display_name: chaiml-mn24b-v2preferwi_29011_v2
is_internal_developer: False
language_model: ChaiML/mn24b_v2preferwin2_qwen_bo16_tune5
model_size: 24B
ranking_group: single
throughput_3p7s: 1.48
us_pacific_date: 2025-09-18
win_ratio: 0.5271073152617898
generation_params: {'temperature': 0.65, '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-29011-v2-mkmlizer
Waiting for job on chaiml-mn24b-v2preferwi-29011-v2-mkmlizer to finish
chaiml-mn24b-v2preferwi-29011-v2-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
chaiml-mn24b-v2preferwi-29011-v2-mkmlizer: ║                                                                     ║
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chaiml-mn24b-v2preferwi-29011-v2-mkmlizer: ║   ░███░█████░███   ░███  ███     ░███                               ║
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chaiml-mn24b-v2preferwi-29011-v2-mkmlizer: ║   ░███      ░███   ░███ ░░███    ░███                               ║
chaiml-mn24b-v2preferwi-29011-v2-mkmlizer: ║   █████     █████  █████ ░░████  █████                              ║
chaiml-mn24b-v2preferwi-29011-v2-mkmlizer: ║  ░░░░░     ░░░░░  ░░░░░   ░░░░  ░░░░░                               ║
chaiml-mn24b-v2preferwi-29011-v2-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-29011-v2-mkmlizer: ║  Version: 0.30.2                                                    ║
chaiml-mn24b-v2preferwi-29011-v2-mkmlizer: ║  Features: FLYWHEEL, CUDA                                           ║
chaiml-mn24b-v2preferwi-29011-v2-mkmlizer: ║  Copyright 2023-2025 MK ONE TECHNOLOGIES Inc.                       ║
chaiml-mn24b-v2preferwi-29011-v2-mkmlizer: ║  https://mk1.ai                                                     ║
chaiml-mn24b-v2preferwi-29011-v2-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-29011-v2-mkmlizer: ║  The license key for the current software has been verified as      ║
chaiml-mn24b-v2preferwi-29011-v2-mkmlizer: ║  belonging to:                                                      ║
chaiml-mn24b-v2preferwi-29011-v2-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-29011-v2-mkmlizer: ║  Chai Research Corp.                                                ║
chaiml-mn24b-v2preferwi-29011-v2-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
chaiml-mn24b-v2preferwi-29011-v2-mkmlizer: ║  Expiration: 2028-03-31 23:59:59                                    ║
chaiml-mn24b-v2preferwi-29011-v2-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-29011-v2-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
chaiml-mn24b-v2preferwi-29011-v2-mkmlizer: Downloaded to shared memory in 69.182s
chaiml-mn24b-v2preferwi-29011-v2-mkmlizer: Checking if ChaiML/mn24b_v2preferwin2_qwen_bo16_tune5 already exists in ChaiML
chaiml-mn24b-v2preferwi-29011-v2-mkmlizer: quantizing model to /dev/shm/model_cache, profile:q4, folder:/tmp/tmpype9x9ie, device:0
chaiml-mn24b-v2preferwi-29011-v2-mkmlizer: Saving flywheel model at /dev/shm/model_cache
chaiml-mn24b-v2preferwi-29011-v2-mkmlizer: creating bucket guanaco-mkml-models
chaiml-mn24b-v2preferwi-29011-v2-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
chaiml-mn24b-v2preferwi-29011-v2-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-29011-v2/nvidia
chaiml-mn24b-v2preferwi-29011-v2-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-29011-v2/nvidia/config.json
chaiml-mn24b-v2preferwi-29011-v2-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-29011-v2/nvidia/special_tokens_map.json
chaiml-mn24b-v2preferwi-29011-v2-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-29011-v2/nvidia/tokenizer_config.json
chaiml-mn24b-v2preferwi-29011-v2-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-29011-v2/nvidia/tokenizer.json
chaiml-mn24b-v2preferwi-29011-v2-mkmlizer: cp /dev/shm/model_cache/flywheel_model.1.safetensors s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-29011-v2/nvidia/flywheel_model.1.safetensors
chaiml-mn24b-v2preferwi-29011-v2-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-29011-v2/nvidia/flywheel_model.0.safetensors
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Job chaiml-mn24b-v2preferwi-29011-v2-mkmlizer completed after 459.81s with status: succeeded
Stopping job with name chaiml-mn24b-v2preferwi-29011-v2-mkmlizer
Pipeline stage MKMLizer completed in 460.35s
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-29011-v2
Waiting for inference service chaiml-mn24b-v2preferwi-29011-v2 to be ready
Inference service chaiml-mn24b-v2preferwi-29011-v2 ready after 60.28236722946167s
Pipeline stage MKMLDeployer completed in 60.89s
run pipeline stage %s
Running pipeline stage StressChecker
Received healthy response to inference request in 1.8293664455413818s
Received healthy response to inference request in 2.051482915878296s
Received healthy response to inference request in 1.8384723663330078s
Received healthy response to inference request in 2.020064353942871s
Received healthy response to inference request in 2.392620801925659s
5 requests
0 failed requests
5th percentile: 1.831187629699707
10th percentile: 1.8330088138580323
20th percentile: 1.8366511821746827
30th percentile: 1.8747907638549806
40th percentile: 1.9474275588989258
50th percentile: 2.020064353942871
60th percentile: 2.032631778717041
70th percentile: 2.0451992034912108
80th percentile: 2.119710493087769
90th percentile: 2.256165647506714
95th percentile: 2.3243932247161863
99th percentile: 2.3789752864837648
mean time: 2.0264013767242433
Pipeline stage StressChecker completed in 11.56s
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 0.70s
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 0.93s
Shutdown handler de-registered
chaiml-mn24b-v2preferwi_29011_v2 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 3003.25s
Shutdown handler de-registered
chaiml-mn24b-v2preferwi_29011_v2 status is now inactive due to auto deactivation removed underperforming models
chaiml-mn24b-v2preferwi_29011_v2 status is now torndown due to DeploymentManager action