developer_uid: ChaiHarshitSheoran
submission_id: chaiml-mn24b-v2preferwin2_466_v5
model_name: chaiml-mn24b-v2preferwin2_466_v5
model_group: ChaiML/mn24b_v2preferwin
status: torndown
timestamp: 2025-09-17T14:48:02+00:00
num_battles: 6227
num_wins: 3111
celo_rating: 1253.34
family_friendly_score: 0.596
family_friendly_standard_error: 0.006939510069161943
submission_type: basic
model_repo: ChaiML/mn24b_v2preferwin2_qwen_bo1_tune8
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': 0.5450771749783543, 'latency_mean': 1.834499751329422, 'latency_p50': 1.8293229341506958, 'latency_p90': 2.0429989814758303}, {'batch_size': 3, 'throughput': 1.1053633760831327, 'latency_mean': 2.7088240134716033, 'latency_p50': 2.733957290649414, 'latency_p90': 3.085494565963745}, {'batch_size': 5, 'throughput': 1.428124572481087, 'latency_mean': 3.474539440870285, 'latency_p50': 3.4343597888946533, 'latency_p90': 3.9172924757003784}, {'batch_size': 6, 'throughput': 1.527442326302022, 'latency_mean': 3.8948237597942352, 'latency_p50': 3.887540817260742, 'latency_p90': 4.368574428558349}, {'batch_size': 8, 'throughput': 1.6984038689557075, 'latency_mean': 4.667324168682098, 'latency_p50': 4.620479226112366, 'latency_p90': 5.3468976497650145}, {'batch_size': 10, 'throughput': 1.772078885450943, 'latency_mean': 5.596106439828873, 'latency_p50': 5.522631049156189, 'latency_p90': 6.379913187026977}]
gpu_counts: {'NVIDIA L40S': 1}
display_name: chaiml-mn24b-v2preferwin2_466_v5
is_internal_developer: False
language_model: ChaiML/mn24b_v2preferwin2_qwen_bo1_tune8
model_size: 24B
ranking_group: single
throughput_3p7s: 1.5
us_pacific_date: 2025-09-17
win_ratio: 0.49959852256303194
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-v2preferwin2-466-v5-mkmlizer
Waiting for job on chaiml-mn24b-v2preferwin2-466-v5-mkmlizer to finish
chaiml-mn24b-v2preferwin2-466-v5-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
chaiml-mn24b-v2preferwin2-466-v5-mkmlizer: ║                                                                     ║
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chaiml-mn24b-v2preferwin2-466-v5-mkmlizer: ║   ░███░█████░███   ░███  ███     ░███                               ║
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chaiml-mn24b-v2preferwin2-466-v5-mkmlizer: ║   ░███      ░███   ░███ ░░███    ░███                               ║
chaiml-mn24b-v2preferwin2-466-v5-mkmlizer: ║   █████     █████  █████ ░░████  █████                              ║
chaiml-mn24b-v2preferwin2-466-v5-mkmlizer: ║  ░░░░░     ░░░░░  ░░░░░   ░░░░  ░░░░░                               ║
chaiml-mn24b-v2preferwin2-466-v5-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwin2-466-v5-mkmlizer: ║  Version: 0.30.2                                                    ║
chaiml-mn24b-v2preferwin2-466-v5-mkmlizer: ║  Features: FLYWHEEL, CUDA                                           ║
chaiml-mn24b-v2preferwin2-466-v5-mkmlizer: ║  Copyright 2023-2025 MK ONE TECHNOLOGIES Inc.                       ║
chaiml-mn24b-v2preferwin2-466-v5-mkmlizer: ║  https://mk1.ai                                                     ║
chaiml-mn24b-v2preferwin2-466-v5-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwin2-466-v5-mkmlizer: ║  The license key for the current software has been verified as      ║
chaiml-mn24b-v2preferwin2-466-v5-mkmlizer: ║  belonging to:                                                      ║
chaiml-mn24b-v2preferwin2-466-v5-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwin2-466-v5-mkmlizer: ║  Chai Research Corp.                                                ║
chaiml-mn24b-v2preferwin2-466-v5-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
chaiml-mn24b-v2preferwin2-466-v5-mkmlizer: ║  Expiration: 2028-03-31 23:59:59                                    ║
chaiml-mn24b-v2preferwin2-466-v5-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwin2-466-v5-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
chaiml-mn24b-v2preferwin2-466-v5-mkmlizer: Downloaded to shared memory in 51.374s
chaiml-mn24b-v2preferwin2-466-v5-mkmlizer: Checking if ChaiML/mn24b_v2preferwin2_qwen_bo1_tune8 already exists in ChaiML
chaiml-mn24b-v2preferwin2-466-v5-mkmlizer: quantizing model to /dev/shm/model_cache, profile:q4, folder:/tmp/tmp9nb7fvoe, device:0
chaiml-mn24b-v2preferwin2-466-v5-mkmlizer: Saving flywheel model at /dev/shm/model_cache
chaiml-mn24b-v2preferwin2-466-v5-mkmlizer: quantized model in 288.660s
chaiml-mn24b-v2preferwin2-466-v5-mkmlizer: Processed model ChaiML/mn24b_v2preferwin2_qwen_bo1_tune8 in 340.034s
chaiml-mn24b-v2preferwin2-466-v5-mkmlizer: creating bucket guanaco-mkml-models
chaiml-mn24b-v2preferwin2-466-v5-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
chaiml-mn24b-v2preferwin2-466-v5-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/chaiml-mn24b-v2preferwin2-466-v5/nvidia
chaiml-mn24b-v2preferwin2-466-v5-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwin2-466-v5/nvidia/config.json
chaiml-mn24b-v2preferwin2-466-v5-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwin2-466-v5/nvidia/special_tokens_map.json
chaiml-mn24b-v2preferwin2-466-v5-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwin2-466-v5/nvidia/tokenizer_config.json
chaiml-mn24b-v2preferwin2-466-v5-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwin2-466-v5/nvidia/tokenizer.json
chaiml-mn24b-v2preferwin2-466-v5-mkmlizer: cp /dev/shm/model_cache/flywheel_model.1.safetensors s3://guanaco-mkml-models/chaiml-mn24b-v2preferwin2-466-v5/nvidia/flywheel_model.1.safetensors
chaiml-mn24b-v2preferwin2-466-v5-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/chaiml-mn24b-v2preferwin2-466-v5/nvidia/flywheel_model.0.safetensors
chaiml-mn24b-v2preferwin2-466-v5-mkmlizer: 
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Job chaiml-mn24b-v2preferwin2-466-v5-mkmlizer completed after 449.37s with status: succeeded
Stopping job with name chaiml-mn24b-v2preferwin2-466-v5-mkmlizer
Pipeline stage MKMLizer completed in 449.87s
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-v2preferwin2-466-v5
Waiting for inference service chaiml-mn24b-v2preferwin2-466-v5 to be ready
Inference service chaiml-mn24b-v2preferwin2-466-v5 ready after 40.29772210121155s
Pipeline stage MKMLDeployer completed in 40.98s
run pipeline stage %s
Running pipeline stage StressChecker
Received healthy response to inference request in 2.2528252601623535s
Received healthy response to inference request in 1.7265465259552002s
Received healthy response to inference request in 1.7548563480377197s
Received healthy response to inference request in 2.13141131401062s
Received healthy response to inference request in 1.6994636058807373s
5 requests
0 failed requests
5th percentile: 1.7048801898956298
10th percentile: 1.7102967739105224
20th percentile: 1.7211299419403077
30th percentile: 1.732208490371704
40th percentile: 1.743532419204712
50th percentile: 1.7548563480377197
60th percentile: 1.90547833442688
70th percentile: 2.0561003208160398
80th percentile: 2.155694103240967
90th percentile: 2.20425968170166
95th percentile: 2.2285424709320067
99th percentile: 2.247968702316284
mean time: 1.9130206108093262
Pipeline stage StressChecker completed in 11.23s
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 0.72s
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 0.70s
Shutdown handler de-registered
chaiml-mn24b-v2preferwin2_466_v5 status is now deployed due to DeploymentManager action
Shutdown handler registered
run pipeline %s
run pipeline stage %s
Running pipeline stage MKMLProfilerDeleter
Skipping teardown as no inference service was successfully deployed
Pipeline stage MKMLProfilerDeleter completed in 0.12s
run pipeline stage %s
Running pipeline stage MKMLProfilerTemplater
Pipeline stage MKMLProfilerTemplater completed in 0.09s
run pipeline stage %s
Running pipeline stage MKMLProfilerDeployer
Creating inference service chaiml-mn24b-v2preferwin2-466-v5-profiler
Waiting for inference service chaiml-mn24b-v2preferwin2-466-v5-profiler to be ready
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 3152.56s
Shutdown handler de-registered
chaiml-mn24b-v2preferwin2_466_v5 status is now inactive due to auto deactivation removed underperforming models
chaiml-mn24b-v2preferwin2_466_v5 status is now torndown due to DeploymentManager action