developer_uid: ChaiHarshitSheoran
submission_id: chaiml-mn24b-v2preferwi_57536_v2
model_name: chaiml-mn24b-v2preferwi_57536_v2
model_group: ChaiML/mn24b_v2preferwin
status: torndown
timestamp: 2025-09-18T19:23:13+00:00
num_battles: 5602
num_wins: 2969
celo_rating: 1279.44
family_friendly_score: 0.5791999999999999
family_friendly_standard_error: 0.006981795757539746
submission_type: basic
model_repo: ChaiML/mn24b_v2preferwin2_qwen_bo16_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': 0.5491378948484823, 'latency_mean': 1.8209416091442108, 'latency_p50': 1.8113443851470947, 'latency_p90': 2.038600492477417}, {'batch_size': 3, 'throughput': 1.1201536696714525, 'latency_mean': 2.672779483795166, 'latency_p50': 2.638752579689026, 'latency_p90': 2.9686593294143675}, {'batch_size': 5, 'throughput': 1.4391992436591934, 'latency_mean': 3.455608705282211, 'latency_p50': 3.47407603263855, 'latency_p90': 3.9275712251663206}, {'batch_size': 6, 'throughput': 1.5222390334655493, 'latency_mean': 3.9131623983383177, 'latency_p50': 3.9201273918151855, 'latency_p90': 4.400915360450744}, {'batch_size': 8, 'throughput': 1.6858789512132246, 'latency_mean': 4.706219924688339, 'latency_p50': 4.659397482872009, 'latency_p90': 5.228416323661804}, {'batch_size': 10, 'throughput': 1.76318625271772, 'latency_mean': 5.615902647972107, 'latency_p50': 5.603773474693298, 'latency_p90': 6.516265559196472}]
gpu_counts: {'NVIDIA L40S': 1}
display_name: chaiml-mn24b-v2preferwi_57536_v2
is_internal_developer: False
language_model: ChaiML/mn24b_v2preferwin2_qwen_bo16_tune2
model_size: 24B
ranking_group: single
throughput_3p7s: 1.5
us_pacific_date: 2025-09-18
win_ratio: 0.5299892895394502
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-57536-v2-mkmlizer
Waiting for job on chaiml-mn24b-v2preferwi-57536-v2-mkmlizer to finish
chaiml-mn24b-v2preferwi-57536-v2-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
chaiml-mn24b-v2preferwi-57536-v2-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-57536-v2-mkmlizer: ║   ██████   ██████  █████   ████  ████                               ║
chaiml-mn24b-v2preferwi-57536-v2-mkmlizer: ║  ░░██████ ██████  ░░███   ███░  ░░███                               ║
chaiml-mn24b-v2preferwi-57536-v2-mkmlizer: ║   ░███░█████░███   ░███  ███     ░███                               ║
chaiml-mn24b-v2preferwi-57536-v2-mkmlizer: ║   ░███░░███ ░███   ░███████      ░███                               ║
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chaiml-mn24b-v2preferwi-57536-v2-mkmlizer: ║   ░███      ░███   ░███ ░░███    ░███                               ║
chaiml-mn24b-v2preferwi-57536-v2-mkmlizer: ║   █████     █████  █████ ░░████  █████                              ║
chaiml-mn24b-v2preferwi-57536-v2-mkmlizer: ║  ░░░░░     ░░░░░  ░░░░░   ░░░░  ░░░░░                               ║
chaiml-mn24b-v2preferwi-57536-v2-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-57536-v2-mkmlizer: ║  Version: 0.30.2                                                    ║
chaiml-mn24b-v2preferwi-57536-v2-mkmlizer: ║  Features: FLYWHEEL, CUDA                                           ║
chaiml-mn24b-v2preferwi-57536-v2-mkmlizer: ║  Copyright 2023-2025 MK ONE TECHNOLOGIES Inc.                       ║
chaiml-mn24b-v2preferwi-57536-v2-mkmlizer: ║  https://mk1.ai                                                     ║
chaiml-mn24b-v2preferwi-57536-v2-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-57536-v2-mkmlizer: ║  The license key for the current software has been verified as      ║
chaiml-mn24b-v2preferwi-57536-v2-mkmlizer: ║  belonging to:                                                      ║
chaiml-mn24b-v2preferwi-57536-v2-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-57536-v2-mkmlizer: ║  Chai Research Corp.                                                ║
chaiml-mn24b-v2preferwi-57536-v2-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
chaiml-mn24b-v2preferwi-57536-v2-mkmlizer: ║  Expiration: 2028-03-31 23:59:59                                    ║
chaiml-mn24b-v2preferwi-57536-v2-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-57536-v2-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
chaiml-mn24b-v2preferwi-57536-v2-mkmlizer: Downloaded to shared memory in 56.069s
chaiml-mn24b-v2preferwi-57536-v2-mkmlizer: Checking if ChaiML/mn24b_v2preferwin2_qwen_bo16_tune2 already exists in ChaiML
chaiml-mn24b-v2preferwi-57536-v2-mkmlizer: quantizing model to /dev/shm/model_cache, profile:q4, folder:/tmp/tmpstelpsgv, device:0
chaiml-mn24b-v2preferwi-57536-v2-mkmlizer: Saving flywheel model at /dev/shm/model_cache
chaiml-mn24b-v2preferwi-57536-v2-mkmlizer: quantized model in 288.995s
chaiml-mn24b-v2preferwi-57536-v2-mkmlizer: Processed model ChaiML/mn24b_v2preferwin2_qwen_bo16_tune2 in 345.065s
chaiml-mn24b-v2preferwi-57536-v2-mkmlizer: creating bucket guanaco-mkml-models
chaiml-mn24b-v2preferwi-57536-v2-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
chaiml-mn24b-v2preferwi-57536-v2-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-57536-v2/nvidia
chaiml-mn24b-v2preferwi-57536-v2-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-57536-v2/nvidia/config.json
chaiml-mn24b-v2preferwi-57536-v2-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-57536-v2/nvidia/special_tokens_map.json
chaiml-mn24b-v2preferwi-57536-v2-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-57536-v2/nvidia/tokenizer_config.json
chaiml-mn24b-v2preferwi-57536-v2-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-57536-v2/nvidia/tokenizer.json
chaiml-mn24b-v2preferwi-57536-v2-mkmlizer: cp /dev/shm/model_cache/flywheel_model.1.safetensors s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-57536-v2/nvidia/flywheel_model.1.safetensors
chaiml-mn24b-v2preferwi-57536-v2-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-57536-v2/nvidia/flywheel_model.0.safetensors
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Job chaiml-mn24b-v2preferwi-57536-v2-mkmlizer completed after 480.17s with status: succeeded
Stopping job with name chaiml-mn24b-v2preferwi-57536-v2-mkmlizer
Pipeline stage MKMLizer completed in 481.03s
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-57536-v2
Waiting for inference service chaiml-mn24b-v2preferwi-57536-v2 to be ready
Inference service chaiml-mn24b-v2preferwi-57536-v2 ready after 60.40206050872803s
Pipeline stage MKMLDeployer completed in 60.94s
run pipeline stage %s
Running pipeline stage StressChecker
Received healthy response to inference request in 2.0427303314208984s
Received healthy response to inference request in 1.5970783233642578s
Received healthy response to inference request in 1.5044200420379639s
Received healthy response to inference request in 2.1779026985168457s
Received healthy response to inference request in 1.902411937713623s
5 requests
0 failed requests
5th percentile: 1.5229516983032227
10th percentile: 1.5414833545684814
20th percentile: 1.578546667098999
30th percentile: 1.658145046234131
40th percentile: 1.780278491973877
50th percentile: 1.902411937713623
60th percentile: 1.9585392951965332
70th percentile: 2.0146666526794434
80th percentile: 2.069764804840088
90th percentile: 2.123833751678467
95th percentile: 2.150868225097656
99th percentile: 2.1724958038330078
mean time: 1.8449086666107177
Pipeline stage StressChecker completed in 10.73s
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 0.77s
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 0.80s
Shutdown handler de-registered
chaiml-mn24b-v2preferwi_57536_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 3034.22s
Shutdown handler de-registered
chaiml-mn24b-v2preferwi_57536_v2 status is now inactive due to auto deactivation removed underperforming models
chaiml-mn24b-v2preferwi_57536_v2 status is now torndown due to DeploymentManager action