developer_uid: ChaiHarshitSheoran
submission_id: chaiml-mn24b-v2preferwi_62908_v6
model_name: chaiml-mn24b-v2preferwi_62908_v6
model_group: ChaiML/mn24b_v2preferwin
status: torndown
timestamp: 2025-09-14T02:26:32+00:00
num_battles: 6261
num_wins: 3315
celo_rating: 1281.2
family_friendly_score: 0.591
family_friendly_standard_error: 0.006952970588173086
submission_type: basic
model_repo: ChaiML/mn24b_v2preferwin1syn1_tune18
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': 0.5477041352432388, 'latency_mean': 1.8257069265842438, 'latency_p50': 1.836963176727295, 'latency_p90': 2.0131054639816286}, {'batch_size': 3, 'throughput': 1.1170354247394385, 'latency_mean': 2.6819645619392394, 'latency_p50': 2.6867215633392334, 'latency_p90': 2.9672646284103394}, {'batch_size': 5, 'throughput': 1.4557779832228888, 'latency_mean': 3.4082558488845827, 'latency_p50': 3.42170786857605, 'latency_p90': 3.887034273147583}, {'batch_size': 6, 'throughput': 1.5568364302510005, 'latency_mean': 3.828867141008377, 'latency_p50': 3.8246766328811646, 'latency_p90': 4.3469703674316404}, {'batch_size': 8, 'throughput': 1.7322211256069353, 'latency_mean': 4.570071887969971, 'latency_p50': 4.525200963020325, 'latency_p90': 5.180976009368896}, {'batch_size': 10, 'throughput': 1.7994510171617453, 'latency_mean': 5.517471470832825, 'latency_p50': 5.482933759689331, 'latency_p90': 6.269410014152527}]
gpu_counts: {'NVIDIA L40S': 1}
display_name: chaiml-mn24b-v2preferwi_62908_v6
is_internal_developer: False
language_model: ChaiML/mn24b_v2preferwin1syn1_tune18
model_size: 24B
ranking_group: single
throughput_3p7s: 1.54
us_pacific_date: 2025-09-13
win_ratio: 0.5294681360804984
generation_params: {'temperature': 0.6, 'top_p': 0.95, 'min_p': 0.05, 'top_k': 50, 'presence_penalty': 0.25, 'frequency_penalty': 0.25, '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': '{prompt}\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-62908-v6-mkmlizer
Waiting for job on chaiml-mn24b-v2preferwi-62908-v6-mkmlizer to finish
chaiml-mn24b-v2preferwi-62908-v5-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
chaiml-mn24b-v2preferwi-62908-v5-mkmlizer: ║                                                                     ║
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chaiml-mn24b-v2preferwi-62908-v5-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-62908-v5-mkmlizer: ║  Version: 0.30.2                                                    ║
chaiml-mn24b-v2preferwi-62908-v5-mkmlizer: ║  Features: FLYWHEEL, CUDA                                           ║
chaiml-mn24b-v2preferwi-62908-v5-mkmlizer: ║  Copyright 2023-2025 MK ONE TECHNOLOGIES Inc.                       ║
chaiml-mn24b-v2preferwi-62908-v5-mkmlizer: ║  https://mk1.ai                                                     ║
chaiml-mn24b-v2preferwi-62908-v5-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-62908-v5-mkmlizer: ║  The license key for the current software has been verified as      ║
chaiml-mn24b-v2preferwi-62908-v5-mkmlizer: ║  belonging to:                                                      ║
chaiml-mn24b-v2preferwi-62908-v5-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-62908-v5-mkmlizer: ║  Chai Research Corp.                                                ║
chaiml-mn24b-v2preferwi-62908-v5-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
chaiml-mn24b-v2preferwi-62908-v5-mkmlizer: ║  Expiration: 2028-03-31 23:59:59                                    ║
chaiml-mn24b-v2preferwi-62908-v5-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-62908-v5-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
chaiml-mn24b-v2preferwi-62908-v6-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
chaiml-mn24b-v2preferwi-62908-v6-mkmlizer: ║                                                                     ║
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chaiml-mn24b-v2preferwi-62908-v6-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-62908-v6-mkmlizer: ║  Version: 0.30.2                                                    ║
chaiml-mn24b-v2preferwi-62908-v6-mkmlizer: ║  Features: FLYWHEEL, CUDA                                           ║
chaiml-mn24b-v2preferwi-62908-v6-mkmlizer: ║  Copyright 2023-2025 MK ONE TECHNOLOGIES Inc.                       ║
chaiml-mn24b-v2preferwi-62908-v6-mkmlizer: ║  https://mk1.ai                                                     ║
chaiml-mn24b-v2preferwi-62908-v6-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-62908-v6-mkmlizer: ║  The license key for the current software has been verified as      ║
chaiml-mn24b-v2preferwi-62908-v6-mkmlizer: ║  belonging to:                                                      ║
chaiml-mn24b-v2preferwi-62908-v6-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-62908-v6-mkmlizer: ║  Chai Research Corp.                                                ║
chaiml-mn24b-v2preferwi-62908-v6-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
chaiml-mn24b-v2preferwi-62908-v6-mkmlizer: ║  Expiration: 2028-03-31 23:59:59                                    ║
chaiml-mn24b-v2preferwi-62908-v6-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-62908-v6-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
chaiml-mn24b-v2preferwi-62908-v5-mkmlizer: Downloaded to shared memory in 53.739s
chaiml-mn24b-v2preferwi-62908-v5-mkmlizer: Checking if ChaiML/mn24b_v2preferwin1syn1_tune18 already exists in ChaiML
chaiml-mn24b-v2preferwi-62908-v5-mkmlizer: quantizing model to /dev/shm/model_cache, profile:q4, folder:/tmp/tmpm3plvfep, device:0
chaiml-mn24b-v2preferwi-62908-v5-mkmlizer: Saving flywheel model at /dev/shm/model_cache
chaiml-mn24b-v2preferwi-62908-v6-mkmlizer: Downloaded to shared memory in 56.893s
chaiml-mn24b-v2preferwi-62908-v6-mkmlizer: Checking if ChaiML/mn24b_v2preferwin1syn1_tune18 already exists in ChaiML
chaiml-mn24b-v2preferwi-62908-v6-mkmlizer: quantizing model to /dev/shm/model_cache, profile:q4, folder:/tmp/tmpcghoxolp, device:0
chaiml-mn24b-v2preferwi-62908-v6-mkmlizer: Saving flywheel model at /dev/shm/model_cache
chaiml-mn24b-v2preferwi-62908-v5-mkmlizer: quantized model in 288.152s
chaiml-mn24b-v2preferwi-62908-v5-mkmlizer: Processed model ChaiML/mn24b_v2preferwin1syn1_tune18 in 341.891s
chaiml-mn24b-v2preferwi-62908-v5-mkmlizer: creating bucket guanaco-mkml-models
chaiml-mn24b-v2preferwi-62908-v5-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
chaiml-mn24b-v2preferwi-62908-v5-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-62908-v5/nvidia
chaiml-mn24b-v2preferwi-62908-v5-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-62908-v5/nvidia/config.json
chaiml-mn24b-v2preferwi-62908-v5-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-62908-v5/nvidia/tokenizer_config.json
chaiml-mn24b-v2preferwi-62908-v5-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-62908-v5/nvidia/special_tokens_map.json
chaiml-mn24b-v2preferwi-62908-v5-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-62908-v5/nvidia/tokenizer.json
chaiml-mn24b-v2preferwi-62908-v5-mkmlizer: cp /dev/shm/model_cache/flywheel_model.1.safetensors s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-62908-v5/nvidia/flywheel_model.1.safetensors
chaiml-mn24b-v2preferwi-62908-v5-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-62908-v5/nvidia/flywheel_model.0.safetensors
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Job chaiml-mn24b-v2preferwi-62908-v5-mkmlizer completed after 410.54s with status: succeeded
Stopping job with name chaiml-mn24b-v2preferwi-62908-v5-mkmlizer
Pipeline stage MKMLizer completed in 411.37s
run pipeline stage %s
Running pipeline stage MKMLTemplater
Pipeline stage MKMLTemplater completed in 0.22s
run pipeline stage %s
Running pipeline stage MKMLDeployer
Creating inference service chaiml-mn24b-v2preferwi-62908-v5
Waiting for inference service chaiml-mn24b-v2preferwi-62908-v5 to be ready
chaiml-mn24b-v2preferwi-62908-v6-mkmlizer: quantized model in 289.632s
chaiml-mn24b-v2preferwi-62908-v6-mkmlizer: Processed model ChaiML/mn24b_v2preferwin1syn1_tune18 in 346.526s
chaiml-mn24b-v2preferwi-62908-v6-mkmlizer: creating bucket guanaco-mkml-models
chaiml-mn24b-v2preferwi-62908-v6-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
chaiml-mn24b-v2preferwi-62908-v6-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-62908-v6/nvidia
chaiml-mn24b-v2preferwi-62908-v6-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-62908-v6/nvidia/config.json
chaiml-mn24b-v2preferwi-62908-v6-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-62908-v6/nvidia/special_tokens_map.json
chaiml-mn24b-v2preferwi-62908-v6-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-62908-v6/nvidia/tokenizer_config.json
chaiml-mn24b-v2preferwi-62908-v6-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-62908-v6/nvidia/tokenizer.json
chaiml-mn24b-v2preferwi-62908-v6-mkmlizer: cp /dev/shm/model_cache/flywheel_model.1.safetensors s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-62908-v6/nvidia/flywheel_model.1.safetensors
chaiml-mn24b-v2preferwi-62908-v6-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-62908-v6/nvidia/flywheel_model.0.safetensors
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Job chaiml-mn24b-v2preferwi-62908-v6-mkmlizer completed after 420.58s with status: succeeded
Stopping job with name chaiml-mn24b-v2preferwi-62908-v6-mkmlizer
Pipeline stage MKMLizer completed in 421.43s
run pipeline stage %s
Running pipeline stage MKMLTemplater
Pipeline stage MKMLTemplater completed in 0.23s
run pipeline stage %s
Running pipeline stage MKMLDeployer
Creating inference service chaiml-mn24b-v2preferwi-62908-v6
Waiting for inference service chaiml-mn24b-v2preferwi-62908-v6 to be ready
Inference service chaiml-mn24b-v2preferwi-62908-v5 ready after 60.284480810165405s
Pipeline stage MKMLDeployer completed in 61.18s
run pipeline stage %s
Running pipeline stage StressChecker
Received healthy response to inference request in 2.2419650554656982s
Received healthy response to inference request in 1.6697332859039307s
Received healthy response to inference request in 1.7000927925109863s
Failed to get response for submission blend_hemen_2025-09-02: HTTPConnectionPool(host='guanaco-model-mesh-load-balancer.model-mesh.k2.chaiverse.com', port=80): Read timed out. (read timeout=12.0)
Received healthy response to inference request in 2.1136131286621094s
Received healthy response to inference request in 1.7331609725952148s
5 requests
0 failed requests
5th percentile: 1.6758051872253419
10th percentile: 1.6818770885467529
20th percentile: 1.694020891189575
30th percentile: 1.706706428527832
40th percentile: 1.7199337005615234
50th percentile: 1.7331609725952148
60th percentile: 1.8853418350219726
70th percentile: 2.0375226974487304
80th percentile: 2.1392835140228272
90th percentile: 2.1906242847442625
95th percentile: 2.2162946701049804
99th percentile: 2.2368309783935545
mean time: 1.8917130470275878
Pipeline stage StressChecker completed in 12.58s
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 0.96s
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 1.00s
Shutdown handler de-registered
chaiml-mn24b-v2preferwi_62908_v5 status is now deployed due to DeploymentManager action
Inference service chaiml-mn24b-v2preferwi-62908-v6 ready after 60.28351664543152s
Pipeline stage MKMLDeployer completed in 60.98s
run pipeline stage %s
Running pipeline stage StressChecker
Received healthy response to inference request in 2.136594533920288s
Received healthy response to inference request in 2.267598867416382s
Received healthy response to inference request in 1.7143018245697021s
Received healthy response to inference request in 1.6937084197998047s
Received healthy response to inference request in 1.7192938327789307s
5 requests
0 failed requests
5th percentile: 1.6978271007537842
10th percentile: 1.7019457817077637
20th percentile: 1.7101831436157227
30th percentile: 1.7153002262115478
40th percentile: 1.7172970294952392
50th percentile: 1.7192938327789307
60th percentile: 1.8862141132354735
70th percentile: 2.0531343936920163
80th percentile: 2.162795400619507
90th percentile: 2.215197134017944
95th percentile: 2.241398000717163
99th percentile: 2.262358694076538
mean time: 1.9062994956970214
Pipeline stage StressChecker completed in 11.35s
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Running pipeline stage OfflineFamilyFriendlyTriggerPipeline
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starting trigger_guanaco_pipeline args=%s
triggered trigger_guanaco_pipeline args=%s
Pipeline stage OfflineFamilyFriendlyTriggerPipeline completed in 0.72s
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Running pipeline stage TriggerMKMLProfilingPipeline
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starting trigger_guanaco_pipeline args=%s
triggered trigger_guanaco_pipeline args=%s
Pipeline stage TriggerMKMLProfilingPipeline completed in 1.16s
Shutdown handler de-registered
chaiml-mn24b-v2preferwi_62908_v6 status is now deployed due to DeploymentManager action
Shutdown handler registered
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Running pipeline stage MKMLProfilerDeleter
Skipping teardown as no inference service was successfully deployed
Pipeline stage MKMLProfilerDeleter completed in 0.12s
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Running pipeline stage MKMLProfilerTemplater
Pipeline stage MKMLProfilerTemplater completed in 0.09s
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Running pipeline stage MKMLProfilerDeployer
Creating inference service chaiml-mn24b-v2preferwi-62908-v6-profiler
Waiting for inference service chaiml-mn24b-v2preferwi-62908-v6-profiler to be ready
Shutdown handler registered
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Running pipeline stage OfflineFamilyFriendlyScorer
Evaluating %s Family Friendly Score with %s threads
Pipeline stage OfflineFamilyFriendlyScorer completed in 2900.02s
Shutdown handler de-registered
chaiml-mn24b-v2preferwi_62908_v6 status is now inactive due to auto deactivation removed underperforming models
chaiml-mn24b-v2preferwi_62908_v6 status is now torndown due to DeploymentManager action