developer_uid: ChaiHarshitSheoran
submission_id: chaiml-mn24b-v2preferwin_4084_v3
model_name: chaiml-mn24b-v2preferwin_4084_v3
model_group: ChaiML/mn24b_v2preferwin
status: torndown
timestamp: 2025-09-19T14:42:29+00:00
num_battles: 6351
num_wins: 3227
celo_rating: 1269.14
family_friendly_score: 0.5644
family_friendly_standard_error: 0.007012169992234929
submission_type: basic
model_repo: ChaiML/mn24b_v2preferwin2_qwen_bo16_valfilt_tune7
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': 0.5419246375779079, 'latency_mean': 1.8451765811443328, 'latency_p50': 1.8597209453582764, 'latency_p90': 2.0411055088043213}, {'batch_size': 3, 'throughput': 1.1106316611124898, 'latency_mean': 2.6943196177482607, 'latency_p50': 2.700380802154541, 'latency_p90': 3.0032389640808104}, {'batch_size': 5, 'throughput': 1.4417315443667453, 'latency_mean': 3.455227053165436, 'latency_p50': 3.4861007928848267, 'latency_p90': 3.764305329322815}, {'batch_size': 6, 'throughput': 1.5474950680305937, 'latency_mean': 3.8526906168460844, 'latency_p50': 3.812626361846924, 'latency_p90': 4.331836271286011}, {'batch_size': 8, 'throughput': 1.7076381777129372, 'latency_mean': 4.646609905958176, 'latency_p50': 4.625013470649719, 'latency_p90': 5.336951398849488}, {'batch_size': 10, 'throughput': 1.786312501579786, 'latency_mean': 5.531395456790924, 'latency_p50': 5.503966808319092, 'latency_p90': 6.411900687217712}]
gpu_counts: {'NVIDIA L40S': 1}
display_name: chaiml-mn24b-v2preferwin_4084_v3
is_internal_developer: False
language_model: ChaiML/mn24b_v2preferwin2_qwen_bo16_valfilt_tune7
model_size: 24B
ranking_group: single
throughput_3p7s: 1.52
us_pacific_date: 2025-09-19
win_ratio: 0.5081089592190207
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-v2preferwin-4084-v3-mkmlizer
Waiting for job on chaiml-mn24b-v2preferwin-4084-v3-mkmlizer to finish
chaiml-mn24b-v2preferwin-4084-v3-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
chaiml-mn24b-v2preferwin-4084-v3-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwin-4084-v3-mkmlizer: ║   ██████   ██████  █████   ████  ████                               ║
chaiml-mn24b-v2preferwin-4084-v3-mkmlizer: ║  ░░██████ ██████  ░░███   ███░  ░░███                               ║
chaiml-mn24b-v2preferwin-4084-v3-mkmlizer: ║   ░███░█████░███   ░███  ███     ░███                               ║
chaiml-mn24b-v2preferwin-4084-v3-mkmlizer: ║   ░███░░███ ░███   ░███████      ░███                               ║
chaiml-mn24b-v2preferwin-4084-v3-mkmlizer: ║   ░███ ░░░  ░███   ░███░░███     ░███                               ║
chaiml-mn24b-v2preferwin-4084-v3-mkmlizer: ║   ░███      ░███   ░███ ░░███    ░███                               ║
chaiml-mn24b-v2preferwin-4084-v3-mkmlizer: ║   █████     █████  █████ ░░████  █████                              ║
chaiml-mn24b-v2preferwin-4084-v3-mkmlizer: ║  ░░░░░     ░░░░░  ░░░░░   ░░░░  ░░░░░                               ║
chaiml-mn24b-v2preferwin-4084-v3-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwin-4084-v3-mkmlizer: ║  Version: 0.30.2                                                    ║
chaiml-mn24b-v2preferwin-4084-v3-mkmlizer: ║  Features: FLYWHEEL, CUDA                                           ║
chaiml-mn24b-v2preferwin-4084-v3-mkmlizer: ║  Copyright 2023-2025 MK ONE TECHNOLOGIES Inc.                       ║
chaiml-mn24b-v2preferwin-4084-v3-mkmlizer: ║  https://mk1.ai                                                     ║
chaiml-mn24b-v2preferwin-4084-v3-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwin-4084-v3-mkmlizer: ║  The license key for the current software has been verified as      ║
chaiml-mn24b-v2preferwin-4084-v3-mkmlizer: ║  belonging to:                                                      ║
chaiml-mn24b-v2preferwin-4084-v3-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwin-4084-v3-mkmlizer: ║  Chai Research Corp.                                                ║
chaiml-mn24b-v2preferwin-4084-v3-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
chaiml-mn24b-v2preferwin-4084-v3-mkmlizer: ║  Expiration: 2028-03-31 23:59:59                                    ║
chaiml-mn24b-v2preferwin-4084-v3-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwin-4084-v3-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
Failed to get response for submission blend_hemen_2025-09-02: ('http://guanaco-model-mesh-load-balancer.model-mesh.k2.chaiverse.com/models/chaiml-grpo-nis-cs-gudu_93481_v7/predict', '{"detail":"503, message=\'Attempt to decode JSON with unexpected mimetype: text/plain\', url=\'http://10.4.231.170:8080/models/chaiml-grpo-nis-cs-gudu_93481_v7/predict\'"}')
chaiml-mn24b-v2preferwin-4084-v3-mkmlizer: quantized model in 287.750s
chaiml-mn24b-v2preferwin-4084-v3-mkmlizer: Processed model ChaiML/mn24b_v2preferwin2_qwen_bo16_valfilt_tune7 in 360.054s
chaiml-mn24b-v2preferwin-4084-v3-mkmlizer: creating bucket guanaco-mkml-models
chaiml-mn24b-v2preferwin-4084-v3-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
chaiml-mn24b-v2preferwin-4084-v3-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/chaiml-mn24b-v2preferwin-4084-v3/nvidia
chaiml-mn24b-v2preferwin-4084-v3-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwin-4084-v3/nvidia/special_tokens_map.json
chaiml-mn24b-v2preferwin-4084-v3-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwin-4084-v3/nvidia/config.json
chaiml-mn24b-v2preferwin-4084-v3-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwin-4084-v3/nvidia/tokenizer_config.json
chaiml-mn24b-v2preferwin-4084-v3-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwin-4084-v3/nvidia/tokenizer.json
chaiml-mn24b-v2preferwin-4084-v3-mkmlizer: cp /dev/shm/model_cache/flywheel_model.1.safetensors s3://guanaco-mkml-models/chaiml-mn24b-v2preferwin-4084-v3/nvidia/flywheel_model.1.safetensors
chaiml-mn24b-v2preferwin-4084-v3-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/chaiml-mn24b-v2preferwin-4084-v3/nvidia/flywheel_model.0.safetensors
chaiml-mn24b-v2preferwin-4084-v3-mkmlizer: 
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Job chaiml-mn24b-v2preferwin-4084-v3-mkmlizer completed after 484.73s with status: succeeded
Stopping job with name chaiml-mn24b-v2preferwin-4084-v3-mkmlizer
Pipeline stage MKMLizer completed in 485.95s
run pipeline stage %s
Running pipeline stage MKMLTemplater
Pipeline stage MKMLTemplater completed in 0.25s
run pipeline stage %s
Running pipeline stage MKMLDeployer
Creating inference service chaiml-mn24b-v2preferwin-4084-v3
Waiting for inference service chaiml-mn24b-v2preferwin-4084-v3 to be ready
Inference service chaiml-mn24b-v2preferwin-4084-v3 ready after 60.75799345970154s
Pipeline stage MKMLDeployer completed in 61.27s
run pipeline stage %s
Running pipeline stage StressChecker
Received healthy response to inference request in 2.4902076721191406s
Received healthy response to inference request in 1.8060503005981445s
Received healthy response to inference request in 1.9659600257873535s
Received healthy response to inference request in 1.864098072052002s
Received healthy response to inference request in 1.6426303386688232s
5 requests
0 failed requests
5th percentile: 1.6753143310546874
10th percentile: 1.7079983234405518
20th percentile: 1.7733663082122804
30th percentile: 1.817659854888916
40th percentile: 1.840878963470459
50th percentile: 1.864098072052002
60th percentile: 1.9048428535461426
70th percentile: 1.9455876350402832
80th percentile: 2.070809555053711
90th percentile: 2.280508613586426
95th percentile: 2.385358142852783
99th percentile: 2.469237766265869
mean time: 1.9537892818450928
Pipeline stage StressChecker completed in 11.41s
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 0.68s
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 0.68s
Shutdown handler de-registered
chaiml-mn24b-v2preferwin_4084_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 3088.45s
Shutdown handler de-registered
chaiml-mn24b-v2preferwin_4084_v3 status is now inactive due to auto deactivation removed underperforming models
chaiml-mn24b-v2preferwin_4084_v3 status is now torndown due to DeploymentManager action