developer_uid: ChaiHarshitSheoran
submission_id: chaiml-mn24b-v2preferwi_76149_v5
model_name: chaiml-mn24b-v2preferwi_76149_v5
model_group: ChaiML/mn24b_v2preferwin
status: torndown
timestamp: 2025-09-19T22:55:47+00:00
num_battles: 5514
num_wins: 2882
celo_rating: 1272.91
family_friendly_score: 0.5702
family_friendly_standard_error: 0.007001027924526513
submission_type: basic
model_repo: ChaiML/mn24b_v2preferwin2_qwen_bo16_valfiltbef_tune4
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': 0.5443396459573441, 'latency_mean': 1.8369671773910523, 'latency_p50': 1.8515396118164062, 'latency_p90': 2.04762179851532}, {'batch_size': 3, 'throughput': 1.0964146817944354, 'latency_mean': 2.7266608941555024, 'latency_p50': 2.730428099632263, 'latency_p90': 2.983171224594116}, {'batch_size': 5, 'throughput': 1.4099086248614743, 'latency_mean': 3.5327039313316346, 'latency_p50': 3.5397443771362305, 'latency_p90': 3.9844395399093626}, {'batch_size': 6, 'throughput': 1.5101379275634013, 'latency_mean': 3.960992171764374, 'latency_p50': 3.9826821088790894, 'latency_p90': 4.439980125427246}, {'batch_size': 8, 'throughput': 1.6616758267798, 'latency_mean': 4.77654495716095, 'latency_p50': 4.773907899856567, 'latency_p90': 5.376701235771179}, {'batch_size': 10, 'throughput': 1.7288706888355798, 'latency_mean': 5.732652702331543, 'latency_p50': 5.775587439537048, 'latency_p90': 6.558372664451599}]
gpu_counts: {'NVIDIA L40S': 1}
display_name: chaiml-mn24b-v2preferwi_76149_v5
ineligible_reason: num_battles<10000
is_internal_developer: False
language_model: ChaiML/mn24b_v2preferwin2_qwen_bo16_valfiltbef_tune4
model_size: 24B
ranking_group: single
throughput_3p7s: 1.46
us_pacific_date: 2025-09-19
win_ratio: 0.5226695683714182
generation_params: {'temperature': 0.8, '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-76149-v5-mkmlizer
Waiting for job on chaiml-mn24b-v2preferwi-76149-v5-mkmlizer to finish
chaiml-mn24b-v2preferwi-76149-v5-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
chaiml-mn24b-v2preferwi-76149-v5-mkmlizer: ║                                                                     ║
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chaiml-mn24b-v2preferwi-76149-v5-mkmlizer: ║   ░███░█████░███   ░███  ███     ░███                               ║
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chaiml-mn24b-v2preferwi-76149-v5-mkmlizer: ║   █████     █████  █████ ░░████  █████                              ║
chaiml-mn24b-v2preferwi-76149-v5-mkmlizer: ║  ░░░░░     ░░░░░  ░░░░░   ░░░░  ░░░░░                               ║
chaiml-mn24b-v2preferwi-76149-v5-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-76149-v5-mkmlizer: ║  Version: 0.30.2                                                    ║
chaiml-mn24b-v2preferwi-76149-v5-mkmlizer: ║  Features: FLYWHEEL, CUDA                                           ║
chaiml-mn24b-v2preferwi-76149-v5-mkmlizer: ║  Copyright 2023-2025 MK ONE TECHNOLOGIES Inc.                       ║
chaiml-mn24b-v2preferwi-76149-v5-mkmlizer: ║  https://mk1.ai                                                     ║
chaiml-mn24b-v2preferwi-76149-v5-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-76149-v5-mkmlizer: ║  The license key for the current software has been verified as      ║
chaiml-mn24b-v2preferwi-76149-v5-mkmlizer: ║  belonging to:                                                      ║
chaiml-mn24b-v2preferwi-76149-v5-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-76149-v5-mkmlizer: ║  Chai Research Corp.                                                ║
chaiml-mn24b-v2preferwi-76149-v5-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
chaiml-mn24b-v2preferwi-76149-v5-mkmlizer: ║  Expiration: 2028-03-31 23:59:59                                    ║
chaiml-mn24b-v2preferwi-76149-v5-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-76149-v5-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
chaiml-mn24b-v2preferwi-76149-v5-mkmlizer: Downloaded to shared memory in 82.232s
chaiml-mn24b-v2preferwi-76149-v5-mkmlizer: Checking if ChaiML/mn24b_v2preferwin2_qwen_bo16_valfiltbef_tune4 already exists in ChaiML
chaiml-mn24b-v2preferwi-76149-v5-mkmlizer: quantizing model to /dev/shm/model_cache, profile:q4, folder:/tmp/tmpab56ep4q, device:0
chaiml-mn24b-v2preferwi-76149-v5-mkmlizer: Saving flywheel model at /dev/shm/model_cache
chaiml-mn24b-v2preferwi-76149-v5-mkmlizer: quantized model in 289.667s
chaiml-mn24b-v2preferwi-76149-v5-mkmlizer: Processed model ChaiML/mn24b_v2preferwin2_qwen_bo16_valfiltbef_tune4 in 371.900s
chaiml-mn24b-v2preferwi-76149-v5-mkmlizer: creating bucket guanaco-mkml-models
chaiml-mn24b-v2preferwi-76149-v5-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
chaiml-mn24b-v2preferwi-76149-v5-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-76149-v5/nvidia
chaiml-mn24b-v2preferwi-76149-v5-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-76149-v5/nvidia/config.json
chaiml-mn24b-v2preferwi-76149-v5-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-76149-v5/nvidia/special_tokens_map.json
chaiml-mn24b-v2preferwi-76149-v5-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-76149-v5/nvidia/tokenizer_config.json
chaiml-mn24b-v2preferwi-76149-v5-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-76149-v5/nvidia/tokenizer.json
chaiml-mn24b-v2preferwi-76149-v5-mkmlizer: cp /dev/shm/model_cache/flywheel_model.1.safetensors s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-76149-v5/nvidia/flywheel_model.1.safetensors
chaiml-mn24b-v2preferwi-76149-v5-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-76149-v5/nvidia/flywheel_model.0.safetensors
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Job chaiml-mn24b-v2preferwi-76149-v5-mkmlizer completed after 440.26s with status: succeeded
Stopping job with name chaiml-mn24b-v2preferwi-76149-v5-mkmlizer
Pipeline stage MKMLizer completed in 441.32s
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-76149-v5
Waiting for inference service chaiml-mn24b-v2preferwi-76149-v5 to be ready
Inference service chaiml-mn24b-v2preferwi-76149-v5 ready after 70.37187623977661s
Pipeline stage MKMLDeployer completed in 70.80s
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 2.471798896789551s
Received healthy response to inference request in 1.819580078125s
Received healthy response to inference request in 1.977205753326416s
Received healthy response to inference request in 2.057917833328247s
5 requests
1 failed requests
5th percentile: 1.8511052131652832
10th percentile: 1.8826303482055664
20th percentile: 1.9456806182861328
30th percentile: 1.9933481693267823
40th percentile: 2.0256330013275146
50th percentile: 2.057917833328247
60th percentile: 2.2234702587127684
70th percentile: 2.38902268409729
80th percentile: 6.033442401885989
90th percentile: 13.15672941207886
95th percentile: 16.71837291717529
99th percentile: 19.56768772125244
mean time: 5.721303796768188
%s, retrying in %s seconds...
Received healthy response to inference request in 2.0092074871063232s
Received healthy response to inference request in 1.9144375324249268s
Received healthy response to inference request in 1.6493515968322754s
Received healthy response to inference request in 1.8742029666900635s
Received healthy response to inference request in 1.8676528930664062s
5 requests
0 failed requests
5th percentile: 1.6930118560791017
10th percentile: 1.7366721153259277
20th percentile: 1.82399263381958
30th percentile: 1.8689629077911376
40th percentile: 1.8715829372406005
50th percentile: 1.8742029666900635
60th percentile: 1.8902967929840089
70th percentile: 1.906390619277954
80th percentile: 1.933391523361206
90th percentile: 1.9712995052337647
95th percentile: 1.990253496170044
99th percentile: 2.0054166889190674
mean time: 1.862970495223999
Pipeline stage StressChecker completed in 41.64s
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 0.75s
Shutdown handler de-registered
chaiml-mn24b-v2preferwi_76149_v5 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 2979.35s
Shutdown handler de-registered
chaiml-mn24b-v2preferwi_76149_v5 status is now inactive due to auto deactivation removed underperforming models
chaiml-mn24b-v2preferwi_76149_v5 status is now torndown due to DeploymentManager action