developer_uid: ChaiHarshitSheoran
submission_id: chaiml-mn24b-v2preferwi_76149_v4
model_name: chaiml-mn24b-v2preferwi_76149_v4
model_group: ChaiML/mn24b_v2preferwin
status: torndown
timestamp: 2025-09-19T22:54:58+00:00
num_battles: 5788
num_wins: 3177
celo_rating: 1285.81
family_friendly_score: 0.5654
family_friendly_standard_error: 0.007010318680345424
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': 0.5464485409321297, 'latency_mean': 1.8298776841163635, 'latency_p50': 1.8306101560592651, 'latency_p90': 2.0373876333236693}, {'batch_size': 3, 'throughput': 1.1129750337459876, 'latency_mean': 2.6888302075862884, 'latency_p50': 2.7024431228637695, 'latency_p90': 2.924313187599182}, {'batch_size': 5, 'throughput': 1.4268295183684283, 'latency_mean': 3.491261662244797, 'latency_p50': 3.507750153541565, 'latency_p90': 3.9558358907699587}, {'batch_size': 6, 'throughput': 1.535539752325139, 'latency_mean': 3.8813840520381926, 'latency_p50': 3.8824509382247925, 'latency_p90': 4.404571604728699}, {'batch_size': 8, 'throughput': 1.6767814789282094, 'latency_mean': 4.72688670039177, 'latency_p50': 4.715208053588867, 'latency_p90': 5.267562365531921}, {'batch_size': 10, 'throughput': 1.7786532418414733, 'latency_mean': 5.5764959192276, 'latency_p50': 5.57012152671814, 'latency_p90': 6.4708486795425415}]
gpu_counts: {'NVIDIA L40S': 1}
display_name: chaiml-mn24b-v2preferwi_76149_v4
is_internal_developer: False
language_model: ChaiML/mn24b_v2preferwin2_qwen_bo16_valfiltbef_tune4
model_size: 24B
ranking_group: single
throughput_3p7s: 1.5
us_pacific_date: 2025-09-19
win_ratio: 0.5488942639944713
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-76149-v4-mkmlizer
Waiting for job on chaiml-mn24b-v2preferwi-76149-v4-mkmlizer to finish
chaiml-mn24b-v2preferwi-76149-v4-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
chaiml-mn24b-v2preferwi-76149-v4-mkmlizer: ║                                                                     ║
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chaiml-mn24b-v2preferwi-76149-v4-mkmlizer: ║   ░███░█████░███   ░███  ███     ░███                               ║
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chaiml-mn24b-v2preferwi-76149-v4-mkmlizer: ║   ░███      ░███   ░███ ░░███    ░███                               ║
chaiml-mn24b-v2preferwi-76149-v4-mkmlizer: ║   █████     █████  █████ ░░████  █████                              ║
chaiml-mn24b-v2preferwi-76149-v4-mkmlizer: ║  ░░░░░     ░░░░░  ░░░░░   ░░░░  ░░░░░                               ║
chaiml-mn24b-v2preferwi-76149-v4-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-76149-v4-mkmlizer: ║  Version: 0.30.2                                                    ║
chaiml-mn24b-v2preferwi-76149-v4-mkmlizer: ║  Features: FLYWHEEL, CUDA                                           ║
chaiml-mn24b-v2preferwi-76149-v4-mkmlizer: ║  Copyright 2023-2025 MK ONE TECHNOLOGIES Inc.                       ║
chaiml-mn24b-v2preferwi-76149-v4-mkmlizer: ║  https://mk1.ai                                                     ║
chaiml-mn24b-v2preferwi-76149-v4-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-76149-v4-mkmlizer: ║  The license key for the current software has been verified as      ║
chaiml-mn24b-v2preferwi-76149-v4-mkmlizer: ║  belonging to:                                                      ║
chaiml-mn24b-v2preferwi-76149-v4-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-76149-v4-mkmlizer: ║  Chai Research Corp.                                                ║
chaiml-mn24b-v2preferwi-76149-v4-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
chaiml-mn24b-v2preferwi-76149-v4-mkmlizer: ║  Expiration: 2028-03-31 23:59:59                                    ║
chaiml-mn24b-v2preferwi-76149-v4-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-76149-v4-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
chaiml-mn24b-v2preferwi-76149-v4-mkmlizer: Downloaded to shared memory in 54.911s
chaiml-mn24b-v2preferwi-76149-v4-mkmlizer: Checking if ChaiML/mn24b_v2preferwin2_qwen_bo16_valfiltbef_tune4 already exists in ChaiML
chaiml-mn24b-v2preferwi-76149-v4-mkmlizer: quantizing model to /dev/shm/model_cache, profile:q4, folder:/tmp/tmpw5hhnqeo, device:0
chaiml-mn24b-v2preferwi-76149-v4-mkmlizer: Saving flywheel model at /dev/shm/model_cache
chaiml-mn24b-v2preferwi-76149-v4-mkmlizer: quantized model in 290.473s
chaiml-mn24b-v2preferwi-76149-v4-mkmlizer: Processed model ChaiML/mn24b_v2preferwin2_qwen_bo16_valfiltbef_tune4 in 345.384s
chaiml-mn24b-v2preferwi-76149-v4-mkmlizer: creating bucket guanaco-mkml-models
chaiml-mn24b-v2preferwi-76149-v4-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
chaiml-mn24b-v2preferwi-76149-v4-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-76149-v4/nvidia
chaiml-mn24b-v2preferwi-76149-v4-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-76149-v4/nvidia/config.json
chaiml-mn24b-v2preferwi-76149-v4-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-76149-v4/nvidia/special_tokens_map.json
chaiml-mn24b-v2preferwi-76149-v4-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-76149-v4/nvidia/tokenizer_config.json
chaiml-mn24b-v2preferwi-76149-v4-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-76149-v4/nvidia/tokenizer.json
chaiml-mn24b-v2preferwi-76149-v4-mkmlizer: cp /dev/shm/model_cache/flywheel_model.1.safetensors s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-76149-v4/nvidia/flywheel_model.1.safetensors
chaiml-mn24b-v2preferwi-76149-v4-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-76149-v4/nvidia/flywheel_model.0.safetensors
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Job chaiml-mn24b-v2preferwi-76149-v4-mkmlizer completed after 409.69s with status: succeeded
Stopping job with name chaiml-mn24b-v2preferwi-76149-v4-mkmlizer
Pipeline stage MKMLizer completed in 410.28s
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-v4
Waiting for inference service chaiml-mn24b-v2preferwi-76149-v4 to be ready
Inference service chaiml-mn24b-v2preferwi-76149-v4 ready after 70.3847804069519s
Pipeline stage MKMLDeployer completed in 70.95s
run pipeline stage %s
Running pipeline stage StressChecker
Received healthy response to inference request in 2.0211286544799805s
Received healthy response to inference request in 1.3910942077636719s
Received healthy response to inference request in 1.7956745624542236s
Received healthy response to inference request in 1.6212151050567627s
Received healthy response to inference request in 1.650557279586792s
5 requests
0 failed requests
5th percentile: 1.4371183872222901
10th percentile: 1.4831425666809082
20th percentile: 1.5751909255981444
30th percentile: 1.6270835399627686
40th percentile: 1.6388204097747803
50th percentile: 1.650557279586792
60th percentile: 1.7086041927337647
70th percentile: 1.7666511058807373
80th percentile: 1.8407653808593751
90th percentile: 1.9309470176696777
95th percentile: 1.976037836074829
99th percentile: 2.01211049079895
mean time: 1.695933961868286
Pipeline stage StressChecker completed in 9.75s
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 0.67s
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_76149_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 2587.32s
Shutdown handler de-registered
chaiml-mn24b-v2preferwi_76149_v4 status is now inactive due to auto deactivation removed underperforming models
chaiml-mn24b-v2preferwi_76149_v4 status is now torndown due to DeploymentManager action