developer_uid: ChaiHarshitSheoran
submission_id: chaiml-mn24b-v2preferwi_15887_v3
model_name: chaiml-mn24b-v2preferwi_15887_v3
model_group: ChaiML/mn24b_v2preferwin
status: torndown
timestamp: 2025-09-21T16:52:16+00:00
num_battles: 6364
num_wins: 3361
celo_rating: 1274.98
family_friendly_score: 0.5676
family_friendly_standard_error: 0.007006143589736082
submission_type: basic
model_repo: ChaiML/mn24b_v2preferwin2_qwen_bo16_filt4_tune1
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': 0.5545272117374024, 'latency_mean': 1.803240876197815, 'latency_p50': 1.7908786535263062, 'latency_p90': 2.0111702919006347}, {'batch_size': 3, 'throughput': 1.1158007911720516, 'latency_mean': 2.68276332616806, 'latency_p50': 2.7035621404647827, 'latency_p90': 2.949746584892273}, {'batch_size': 5, 'throughput': 1.4389571002742456, 'latency_mean': 3.4485037791728974, 'latency_p50': 3.4380009174346924, 'latency_p90': 3.978887438774109}, {'batch_size': 6, 'throughput': 1.5530643207660435, 'latency_mean': 3.843829308748245, 'latency_p50': 3.8582392930984497, 'latency_p90': 4.365921473503112}, {'batch_size': 8, 'throughput': 1.7036955806023213, 'latency_mean': 4.677815462350845, 'latency_p50': 4.709618926048279, 'latency_p90': 5.307857036590576}, {'batch_size': 10, 'throughput': 1.7920479091714439, 'latency_mean': 5.540441381931305, 'latency_p50': 5.5914037227630615, 'latency_p90': 6.427667474746704}]
gpu_counts: {'NVIDIA L40S': 1}
display_name: chaiml-mn24b-v2preferwi_15887_v3
is_internal_developer: False
language_model: ChaiML/mn24b_v2preferwin2_qwen_bo16_filt4_tune1
model_size: 24B
ranking_group: single
throughput_3p7s: 1.52
us_pacific_date: 2025-09-21
win_ratio: 0.5281269641734758
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-15887-v3-mkmlizer
Waiting for job on chaiml-mn24b-v2preferwi-15887-v3-mkmlizer to finish
chaiml-mn24b-v2preferwi-15887-v3-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
chaiml-mn24b-v2preferwi-15887-v3-mkmlizer: ║                                                                     ║
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chaiml-mn24b-v2preferwi-15887-v3-mkmlizer: ║   ░███░█████░███   ░███  ███     ░███                               ║
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chaiml-mn24b-v2preferwi-15887-v3-mkmlizer: ║   ░███      ░███   ░███ ░░███    ░███                               ║
chaiml-mn24b-v2preferwi-15887-v3-mkmlizer: ║   █████     █████  █████ ░░████  █████                              ║
chaiml-mn24b-v2preferwi-15887-v3-mkmlizer: ║  ░░░░░     ░░░░░  ░░░░░   ░░░░  ░░░░░                               ║
chaiml-mn24b-v2preferwi-15887-v3-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-15887-v3-mkmlizer: ║  Version: 0.30.2                                                    ║
chaiml-mn24b-v2preferwi-15887-v3-mkmlizer: ║  Features: FLYWHEEL, CUDA                                           ║
chaiml-mn24b-v2preferwi-15887-v3-mkmlizer: ║  Copyright 2023-2025 MK ONE TECHNOLOGIES Inc.                       ║
chaiml-mn24b-v2preferwi-15887-v3-mkmlizer: ║  https://mk1.ai                                                     ║
chaiml-mn24b-v2preferwi-15887-v3-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-15887-v3-mkmlizer: ║  The license key for the current software has been verified as      ║
chaiml-mn24b-v2preferwi-15887-v3-mkmlizer: ║  belonging to:                                                      ║
chaiml-mn24b-v2preferwi-15887-v3-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-15887-v3-mkmlizer: ║  Chai Research Corp.                                                ║
chaiml-mn24b-v2preferwi-15887-v3-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
chaiml-mn24b-v2preferwi-15887-v3-mkmlizer: ║  Expiration: 2028-03-31 23:59:59                                    ║
chaiml-mn24b-v2preferwi-15887-v3-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-15887-v3-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
chaiml-mn24b-v2preferwi-15887-v3-mkmlizer: Downloaded to shared memory in 43.049s
chaiml-mn24b-v2preferwi-15887-v3-mkmlizer: Checking if ChaiML/mn24b_v2preferwin2_qwen_bo16_filt4_tune1 already exists in ChaiML
chaiml-mn24b-v2preferwi-15887-v3-mkmlizer: quantizing model to /dev/shm/model_cache, profile:q4, folder:/tmp/tmp_zmvug3h, device:0
chaiml-mn24b-v2preferwi-15887-v3-mkmlizer: Saving flywheel model at /dev/shm/model_cache
chaiml-mn24b-v2preferwi-15887-v3-mkmlizer: quantized model in 285.760s
chaiml-mn24b-v2preferwi-15887-v3-mkmlizer: Processed model ChaiML/mn24b_v2preferwin2_qwen_bo16_filt4_tune1 in 328.809s
chaiml-mn24b-v2preferwi-15887-v3-mkmlizer: creating bucket guanaco-mkml-models
chaiml-mn24b-v2preferwi-15887-v3-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
chaiml-mn24b-v2preferwi-15887-v3-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-15887-v3/nvidia
chaiml-mn24b-v2preferwi-15887-v3-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-15887-v3/nvidia/config.json
chaiml-mn24b-v2preferwi-15887-v3-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-15887-v3/nvidia/special_tokens_map.json
chaiml-mn24b-v2preferwi-15887-v3-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-15887-v3/nvidia/tokenizer_config.json
chaiml-mn24b-v2preferwi-15887-v3-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-15887-v3/nvidia/tokenizer.json
chaiml-mn24b-v2preferwi-15887-v3-mkmlizer: cp /dev/shm/model_cache/flywheel_model.1.safetensors s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-15887-v3/nvidia/flywheel_model.1.safetensors
chaiml-mn24b-v2preferwi-15887-v3-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-15887-v3/nvidia/flywheel_model.0.safetensors
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Job chaiml-mn24b-v2preferwi-15887-v3-mkmlizer completed after 428.45s with status: succeeded
Stopping job with name chaiml-mn24b-v2preferwi-15887-v3-mkmlizer
Pipeline stage MKMLizer completed in 429.26s
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-15887-v3
Waiting for inference service chaiml-mn24b-v2preferwi-15887-v3 to be ready
Inference service chaiml-mn24b-v2preferwi-15887-v3 ready after 60.470054149627686s
Pipeline stage MKMLDeployer completed in 60.90s
run pipeline stage %s
Running pipeline stage StressChecker
HTTPConnectionPool(host='guanaco-submitter.guanaco-backend.k2.chaiverse.com', port=80): Read timed out. (read timeout=20)
Received unhealthy response to inference request!
Received healthy response to inference request in 1.9444427490234375s
Received healthy response to inference request in 1.4747939109802246s
Received healthy response to inference request in 2.193281888961792s
Received healthy response to inference request in 1.6607780456542969s
5 requests
1 failed requests
5th percentile: 1.511990737915039
10th percentile: 1.5491875648498534
20th percentile: 1.6235812187194825
30th percentile: 1.717510986328125
40th percentile: 1.8309768676757812
50th percentile: 1.9444427490234375
60th percentile: 2.0439784049987795
70th percentile: 2.143514060974121
80th percentile: 5.790946149826053
90th percentile: 12.986274671554568
95th percentile: 16.58393893241882
99th percentile: 19.46207034111023
mean time: 5.490979957580566
%s, retrying in %s seconds...
Received healthy response to inference request in 2.282208204269409s
Received healthy response to inference request in 1.6438069343566895s
Received healthy response to inference request in 1.3664882183074951s
Received healthy response to inference request in 2.2526028156280518s
Received healthy response to inference request in 2.1508421897888184s
5 requests
0 failed requests
5th percentile: 1.421951961517334
10th percentile: 1.4774157047271728
20th percentile: 1.5883431911468506
30th percentile: 1.7452139854431152
40th percentile: 1.9480280876159668
50th percentile: 2.1508421897888184
60th percentile: 2.1915464401245117
70th percentile: 2.232250690460205
80th percentile: 2.2585238933563234
90th percentile: 2.2703660488128663
95th percentile: 2.2762871265411375
99th percentile: 2.2810239887237547
mean time: 1.9391896724700928
Pipeline stage StressChecker completed in 40.11s
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 0.71s
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_15887_v3 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 2634.30s
Shutdown handler de-registered
chaiml-mn24b-v2preferwi_15887_v3 status is now inactive due to auto deactivation removed underperforming models
chaiml-mn24b-v2preferwi_15887_v3 status is now torndown due to DeploymentManager action