developer_uid: ChaiHarshitSheoran
submission_id: chaiml-mn24b-v2preferwi_97927_v4
model_name: chaiml-mn24b-v2preferwi_97927_v4
model_group: ChaiML/mn24b_v2preferwin
status: torndown
timestamp: 2025-09-17T04:27:50+00:00
num_battles: 6099
num_wins: 3167
celo_rating: 1270.34
family_friendly_score: 0.5858
family_friendly_standard_error: 0.006966180589103328
submission_type: basic
model_repo: ChaiML/mn24b_v2preferwin2_qwen_bo4_tune6
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': 0.5431724416516601, 'latency_mean': 1.840935845375061, 'latency_p50': 1.8498122692108154, 'latency_p90': 2.027432107925415}, {'batch_size': 3, 'throughput': 1.1002639004437955, 'latency_mean': 2.7176835918426514, 'latency_p50': 2.731543779373169, 'latency_p90': 2.962514138221741}, {'batch_size': 5, 'throughput': 1.40893348400394, 'latency_mean': 3.520525826215744, 'latency_p50': 3.5091333389282227, 'latency_p90': 3.9527106523513793}, {'batch_size': 6, 'throughput': 1.540038793093351, 'latency_mean': 3.883246166706085, 'latency_p50': 3.8679308891296387, 'latency_p90': 4.399319386482238}, {'batch_size': 8, 'throughput': 1.7001230469113857, 'latency_mean': 4.676323388814926, 'latency_p50': 4.673582077026367, 'latency_p90': 5.30778272151947}, {'batch_size': 10, 'throughput': 1.7521390635560237, 'latency_mean': 5.6580640721321105, 'latency_p50': 5.646394848823547, 'latency_p90': 6.398703289031983}]
gpu_counts: {'NVIDIA L40S': 1}
display_name: chaiml-mn24b-v2preferwi_97927_v4
is_internal_developer: False
language_model: ChaiML/mn24b_v2preferwin2_qwen_bo4_tune6
model_size: 24B
ranking_group: single
throughput_3p7s: 1.49
us_pacific_date: 2025-09-16
win_ratio: 0.5192654533530087
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-97927-v4-mkmlizer
Waiting for job on chaiml-mn24b-v2preferwi-97927-v4-mkmlizer to finish
chaiml-mn24b-v2preferwi-97927-v4-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
chaiml-mn24b-v2preferwi-97927-v4-mkmlizer: ║                                                                     ║
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chaiml-mn24b-v2preferwi-97927-v4-mkmlizer: ║   ░███      ░███   ░███ ░░███    ░███                               ║
chaiml-mn24b-v2preferwi-97927-v4-mkmlizer: ║   █████     █████  █████ ░░████  █████                              ║
chaiml-mn24b-v2preferwi-97927-v4-mkmlizer: ║  ░░░░░     ░░░░░  ░░░░░   ░░░░  ░░░░░                               ║
chaiml-mn24b-v2preferwi-97927-v4-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-97927-v4-mkmlizer: ║  Version: 0.30.2                                                    ║
chaiml-mn24b-v2preferwi-97927-v4-mkmlizer: ║  Features: FLYWHEEL, CUDA                                           ║
chaiml-mn24b-v2preferwi-97927-v4-mkmlizer: ║  Copyright 2023-2025 MK ONE TECHNOLOGIES Inc.                       ║
chaiml-mn24b-v2preferwi-97927-v4-mkmlizer: ║  https://mk1.ai                                                     ║
chaiml-mn24b-v2preferwi-97927-v4-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-97927-v4-mkmlizer: ║  The license key for the current software has been verified as      ║
chaiml-mn24b-v2preferwi-97927-v4-mkmlizer: ║  belonging to:                                                      ║
chaiml-mn24b-v2preferwi-97927-v4-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-97927-v4-mkmlizer: ║  Chai Research Corp.                                                ║
chaiml-mn24b-v2preferwi-97927-v4-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
chaiml-mn24b-v2preferwi-97927-v4-mkmlizer: ║  Expiration: 2028-03-31 23:59:59                                    ║
chaiml-mn24b-v2preferwi-97927-v4-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-97927-v4-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
chaiml-mn24b-v2preferwi-97927-v4-mkmlizer: Downloaded to shared memory in 68.880s
chaiml-mn24b-v2preferwi-97927-v4-mkmlizer: Checking if ChaiML/mn24b_v2preferwin2_qwen_bo4_tune6 already exists in ChaiML
chaiml-mn24b-v2preferwi-97927-v4-mkmlizer: quantizing model to /dev/shm/model_cache, profile:q4, folder:/tmp/tmpl7gm8_xk, device:0
chaiml-mn24b-v2preferwi-97927-v4-mkmlizer: Saving flywheel model at /dev/shm/model_cache
chaiml-mn24b-v2preferwi-97927-v4-mkmlizer: quantized model in 290.247s
chaiml-mn24b-v2preferwi-97927-v4-mkmlizer: Processed model ChaiML/mn24b_v2preferwin2_qwen_bo4_tune6 in 359.128s
chaiml-mn24b-v2preferwi-97927-v4-mkmlizer: creating bucket guanaco-mkml-models
chaiml-mn24b-v2preferwi-97927-v4-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
chaiml-mn24b-v2preferwi-97927-v4-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-97927-v4/nvidia
chaiml-mn24b-v2preferwi-97927-v4-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-97927-v4/nvidia/config.json
chaiml-mn24b-v2preferwi-97927-v4-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-97927-v4/nvidia/special_tokens_map.json
chaiml-mn24b-v2preferwi-97927-v4-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-97927-v4/nvidia/tokenizer_config.json
chaiml-mn24b-v2preferwi-97927-v4-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-97927-v4/nvidia/tokenizer.json
chaiml-mn24b-v2preferwi-97927-v4-mkmlizer: cp /dev/shm/model_cache/flywheel_model.1.safetensors s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-97927-v4/nvidia/flywheel_model.1.safetensors
chaiml-mn24b-v2preferwi-97927-v4-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-97927-v4/nvidia/flywheel_model.0.safetensors
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Job chaiml-mn24b-v2preferwi-97927-v4-mkmlizer completed after 447.81s with status: succeeded
Stopping job with name chaiml-mn24b-v2preferwi-97927-v4-mkmlizer
Pipeline stage MKMLizer completed in 448.30s
run pipeline stage %s
Running pipeline stage MKMLTemplater
Pipeline stage MKMLTemplater completed in 0.15s
run pipeline stage %s
Running pipeline stage MKMLDeployer
Creating inference service chaiml-mn24b-v2preferwi-97927-v4
Waiting for inference service chaiml-mn24b-v2preferwi-97927-v4 to be ready
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', '')
Inference service chaiml-mn24b-v2preferwi-97927-v4 ready after 60.49158000946045s
Pipeline stage MKMLDeployer completed in 61.02s
run pipeline stage %s
Running pipeline stage StressChecker
Received healthy response to inference request in 1.9815261363983154s
Received healthy response to inference request in 1.3800537586212158s
Received healthy response to inference request in 1.7808003425598145s
Received healthy response to inference request in 1.6697947978973389s
Received healthy response to inference request in 1.9044506549835205s
5 requests
0 failed requests
5th percentile: 1.4380019664764405
10th percentile: 1.495950174331665
20th percentile: 1.6118465900421142
30th percentile: 1.691995906829834
40th percentile: 1.7363981246948241
50th percentile: 1.7808003425598145
60th percentile: 1.8302604675292968
70th percentile: 1.8797205924987792
80th percentile: 1.9198657512664794
90th percentile: 1.9506959438323974
95th percentile: 1.9661110401153565
99th percentile: 1.9784431171417236
mean time: 1.743325138092041
Pipeline stage StressChecker completed in 10.21s
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 0.64s
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 0.63s
Shutdown handler de-registered
chaiml-mn24b-v2preferwi_97927_v4 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 2766.25s
Shutdown handler de-registered
chaiml-mn24b-v2preferwi_97927_v4 status is now inactive due to auto deactivation removed underperforming models
chaiml-mn24b-v2preferwi_97927_v4 status is now torndown due to DeploymentManager action