developer_uid: ChaiHarshitSheoran
submission_id: chaiml-mn24b-v2preferwi_31128_v4
model_name: chaiml-mn24b-v2preferwi_31128_v4
model_group: ChaiML/mn24b_v2preferwin
status: torndown
timestamp: 2025-09-20T17:28:55+00:00
num_battles: 6803
num_wins: 3556
celo_rating: 1278.99
family_friendly_score: 0.5426
family_friendly_standard_error: 0.007045356484948083
submission_type: basic
model_repo: ChaiML/mn24b_v2preferwin2_qwen_bo16_valfiltbef_tune10
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': 0.5381417583014931, 'latency_mean': 1.858138346672058, 'latency_p50': 1.8574482202529907, 'latency_p90': 2.0511468410491944}, {'batch_size': 3, 'throughput': 1.0976412929837294, 'latency_mean': 2.724236967563629, 'latency_p50': 2.735595703125, 'latency_p90': 2.9978711366653443}, {'batch_size': 5, 'throughput': 1.4132032924286513, 'latency_mean': 3.519168895483017, 'latency_p50': 3.5051634311676025, 'latency_p90': 4.010490345954895}, {'batch_size': 6, 'throughput': 1.5288020390743613, 'latency_mean': 3.907499142885208, 'latency_p50': 3.9011842012405396, 'latency_p90': 4.43999330997467}, {'batch_size': 8, 'throughput': 1.6819246422208285, 'latency_mean': 4.711610957384109, 'latency_p50': 4.735783100128174, 'latency_p90': 5.411296534538269}, {'batch_size': 10, 'throughput': 1.7464114808131017, 'latency_mean': 5.687733488082886, 'latency_p50': 5.693413734436035, 'latency_p90': 6.508680582046509}]
gpu_counts: {'NVIDIA L40S': 1}
display_name: chaiml-mn24b-v2preferwi_31128_v4
is_internal_developer: False
language_model: ChaiML/mn24b_v2preferwin2_qwen_bo16_valfiltbef_tune10
model_size: 24B
ranking_group: single
throughput_3p7s: 1.48
us_pacific_date: 2025-09-20
win_ratio: 0.5227105688666764
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-31128-v4-mkmlizer
Waiting for job on chaiml-mn24b-v2preferwi-31128-v4-mkmlizer to finish
chaiml-mn24b-v2preferwi-31128-v4-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
chaiml-mn24b-v2preferwi-31128-v4-mkmlizer: ║                                                                     ║
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chaiml-mn24b-v2preferwi-31128-v4-mkmlizer: ║  ░░██████ ██████  ░░███   ███░  ░░███                               ║
chaiml-mn24b-v2preferwi-31128-v4-mkmlizer: ║   ░███░█████░███   ░███  ███     ░███                               ║
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chaiml-mn24b-v2preferwi-31128-v4-mkmlizer: ║   ░███      ░███   ░███ ░░███    ░███                               ║
chaiml-mn24b-v2preferwi-31128-v4-mkmlizer: ║   █████     █████  █████ ░░████  █████                              ║
chaiml-mn24b-v2preferwi-31128-v4-mkmlizer: ║  ░░░░░     ░░░░░  ░░░░░   ░░░░  ░░░░░                               ║
chaiml-mn24b-v2preferwi-31128-v4-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-31128-v4-mkmlizer: ║  Version: 0.30.2                                                    ║
chaiml-mn24b-v2preferwi-31128-v4-mkmlizer: ║  Features: FLYWHEEL, CUDA                                           ║
chaiml-mn24b-v2preferwi-31128-v4-mkmlizer: ║  Copyright 2023-2025 MK ONE TECHNOLOGIES Inc.                       ║
chaiml-mn24b-v2preferwi-31128-v4-mkmlizer: ║  https://mk1.ai                                                     ║
chaiml-mn24b-v2preferwi-31128-v4-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-31128-v4-mkmlizer: ║  The license key for the current software has been verified as      ║
chaiml-mn24b-v2preferwi-31128-v4-mkmlizer: ║  belonging to:                                                      ║
chaiml-mn24b-v2preferwi-31128-v4-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-31128-v4-mkmlizer: ║  Chai Research Corp.                                                ║
chaiml-mn24b-v2preferwi-31128-v4-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
chaiml-mn24b-v2preferwi-31128-v4-mkmlizer: ║  Expiration: 2028-03-31 23:59:59                                    ║
chaiml-mn24b-v2preferwi-31128-v4-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-31128-v4-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
chaiml-mn24b-v2preferwi-31128-v4-mkmlizer: Downloaded to shared memory in 48.176s
chaiml-mn24b-v2preferwi-31128-v4-mkmlizer: Checking if ChaiML/mn24b_v2preferwin2_qwen_bo16_valfiltbef_tune10 already exists in ChaiML
chaiml-mn24b-v2preferwi-31128-v4-mkmlizer: quantizing model to /dev/shm/model_cache, profile:q4, folder:/tmp/tmpj6a1hjn0, device:0
chaiml-mn24b-v2preferwi-31128-v4-mkmlizer: Saving flywheel model at /dev/shm/model_cache
chaiml-mn24b-v2preferwi-31128-v4-mkmlizer: quantized model in 291.235s
chaiml-mn24b-v2preferwi-31128-v4-mkmlizer: Processed model ChaiML/mn24b_v2preferwin2_qwen_bo16_valfiltbef_tune10 in 339.411s
chaiml-mn24b-v2preferwi-31128-v4-mkmlizer: creating bucket guanaco-mkml-models
chaiml-mn24b-v2preferwi-31128-v4-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
chaiml-mn24b-v2preferwi-31128-v4-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-31128-v4/nvidia
chaiml-mn24b-v2preferwi-31128-v4-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-31128-v4/nvidia/special_tokens_map.json
chaiml-mn24b-v2preferwi-31128-v4-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-31128-v4/nvidia/config.json
chaiml-mn24b-v2preferwi-31128-v4-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-31128-v4/nvidia/tokenizer_config.json
chaiml-mn24b-v2preferwi-31128-v4-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-31128-v4/nvidia/tokenizer.json
chaiml-mn24b-v2preferwi-31128-v4-mkmlizer: cp /dev/shm/model_cache/flywheel_model.1.safetensors s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-31128-v4/nvidia/flywheel_model.1.safetensors
chaiml-mn24b-v2preferwi-31128-v4-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-31128-v4/nvidia/flywheel_model.0.safetensors
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Job chaiml-mn24b-v2preferwi-31128-v4-mkmlizer completed after 438.89s with status: succeeded
Stopping job with name chaiml-mn24b-v2preferwi-31128-v4-mkmlizer
Pipeline stage MKMLizer completed in 439.35s
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-31128-v4
Waiting for inference service chaiml-mn24b-v2preferwi-31128-v4 to be ready
Inference service chaiml-mn24b-v2preferwi-31128-v4 ready after 60.265671491622925s
Pipeline stage MKMLDeployer completed in 60.69s
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 1.841252326965332s
Received healthy response to inference request in 1.8106348514556885s
Received healthy response to inference request in 1.7373135089874268s
Received healthy response to inference request in 1.9720096588134766s
5 requests
1 failed requests
5th percentile: 1.7519777774810792
10th percentile: 1.7666420459747314
20th percentile: 1.795970582962036
30th percentile: 1.8167583465576171
40th percentile: 1.8290053367614747
50th percentile: 1.841252326965332
60th percentile: 1.89355525970459
70th percentile: 1.9458581924438476
80th percentile: 5.656384563446048
90th percentile: 13.025134372711182
95th percentile: 16.70950927734375
99th percentile: 19.657009201049803
mean time: 5.551018905639649
%s, retrying in %s seconds...
Received healthy response to inference request in 1.7577013969421387s
Received healthy response to inference request in 1.6979069709777832s
Received healthy response to inference request in 2.0774943828582764s
Received healthy response to inference request in 1.9438095092773438s
Received healthy response to inference request in 1.807053804397583s
5 requests
0 failed requests
5th percentile: 1.7098658561706543
10th percentile: 1.7218247413635255
20th percentile: 1.7457425117492675
30th percentile: 1.7675718784332275
40th percentile: 1.7873128414154054
50th percentile: 1.807053804397583
60th percentile: 1.8617560863494873
70th percentile: 1.9164583683013916
80th percentile: 1.9705464839935303
90th percentile: 2.0240204334259033
95th percentile: 2.05075740814209
99th percentile: 2.072146987915039
mean time: 1.856793212890625
Pipeline stage StressChecker completed in 39.57s
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 0.69s
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 0.65s
Shutdown handler de-registered
chaiml-mn24b-v2preferwi_31128_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 3070.34s
Shutdown handler de-registered
chaiml-mn24b-v2preferwi_31128_v4 status is now inactive due to auto deactivation removed underperforming models
chaiml-mn24b-v2preferwi_31128_v4 status is now torndown due to DeploymentManager action