developer_uid: ChaiHarshitSheoran
submission_id: chaiml-mn24b-v2preferwin_7980_v4
model_name: chaiml-mn24b-v2preferwin_7980_v4
model_group: ChaiML/mn24b_v2preferwin
status: torndown
timestamp: 2025-09-19T05:52:46+00:00
num_battles: 5989
num_wins: 3125
celo_rating: 1273.5
family_friendly_score: 0.5892
family_friendly_standard_error: 0.006957634080634019
submission_type: basic
model_repo: ChaiML/mn24b_v2preferwin2_qwen_bo16_valfilt_tune5
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': 0.548701646416685, 'latency_mean': 1.8223650085926055, 'latency_p50': 1.8205299377441406, 'latency_p90': 2.028738570213318}, {'batch_size': 3, 'throughput': 1.1193037982381187, 'latency_mean': 2.677795214653015, 'latency_p50': 2.6770269870758057, 'latency_p90': 2.9682955741882324}, {'batch_size': 5, 'throughput': 1.4183754933489792, 'latency_mean': 3.5103157424926756, 'latency_p50': 3.5170708894729614, 'latency_p90': 3.9198545694351195}, {'batch_size': 6, 'throughput': 1.5238985932870368, 'latency_mean': 3.916394953727722, 'latency_p50': 3.9128962755203247, 'latency_p90': 4.416306638717652}, {'batch_size': 8, 'throughput': 1.6866112353309488, 'latency_mean': 4.711668934822082, 'latency_p50': 4.729595422744751, 'latency_p90': 5.2753458499908445}, {'batch_size': 10, 'throughput': 1.7515320869531477, 'latency_mean': 5.658627705574036, 'latency_p50': 5.693250060081482, 'latency_p90': 6.450286817550659}]
gpu_counts: {'NVIDIA L40S': 1}
display_name: chaiml-mn24b-v2preferwin_7980_v4
ineligible_reason: num_battles<10000
is_internal_developer: False
language_model: ChaiML/mn24b_v2preferwin2_qwen_bo16_valfilt_tune5
model_size: 24B
ranking_group: single
throughput_3p7s: 1.48
us_pacific_date: 2025-09-18
win_ratio: 0.5217899482384372
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-v2preferwin-7980-v4-mkmlizer
Waiting for job on chaiml-mn24b-v2preferwin-7980-v4-mkmlizer to finish
chaiml-mn24b-v2preferwin-7980-v4-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
chaiml-mn24b-v2preferwin-7980-v4-mkmlizer: ║                                                                     ║
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chaiml-mn24b-v2preferwin-7980-v4-mkmlizer: ║   █████     █████  █████ ░░████  █████                              ║
chaiml-mn24b-v2preferwin-7980-v4-mkmlizer: ║  ░░░░░     ░░░░░  ░░░░░   ░░░░  ░░░░░                               ║
chaiml-mn24b-v2preferwin-7980-v4-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwin-7980-v4-mkmlizer: ║  Version: 0.30.2                                                    ║
chaiml-mn24b-v2preferwin-7980-v4-mkmlizer: ║  Features: FLYWHEEL, CUDA                                           ║
chaiml-mn24b-v2preferwin-7980-v4-mkmlizer: ║  Copyright 2023-2025 MK ONE TECHNOLOGIES Inc.                       ║
chaiml-mn24b-v2preferwin-7980-v4-mkmlizer: ║  https://mk1.ai                                                     ║
chaiml-mn24b-v2preferwin-7980-v4-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwin-7980-v4-mkmlizer: ║  The license key for the current software has been verified as      ║
chaiml-mn24b-v2preferwin-7980-v4-mkmlizer: ║  belonging to:                                                      ║
chaiml-mn24b-v2preferwin-7980-v4-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwin-7980-v4-mkmlizer: ║  Chai Research Corp.                                                ║
chaiml-mn24b-v2preferwin-7980-v4-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
chaiml-mn24b-v2preferwin-7980-v4-mkmlizer: ║  Expiration: 2028-03-31 23:59:59                                    ║
chaiml-mn24b-v2preferwin-7980-v4-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwin-7980-v4-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
chaiml-mn24b-v2preferwin-7980-v4-mkmlizer: Downloaded to shared memory in 53.495s
chaiml-mn24b-v2preferwin-7980-v4-mkmlizer: Checking if ChaiML/mn24b_v2preferwin2_qwen_bo16_valfilt_tune5 already exists in ChaiML
chaiml-mn24b-v2preferwin-7980-v4-mkmlizer: quantizing model to /dev/shm/model_cache, profile:q4, folder:/tmp/tmpzoqlo55z, device:0
chaiml-mn24b-v2preferwin-7980-v4-mkmlizer: Saving flywheel model at /dev/shm/model_cache
chaiml-mn24b-v2preferwin-7980-v4-mkmlizer: quantized model in 286.630s
chaiml-mn24b-v2preferwin-7980-v4-mkmlizer: Processed model ChaiML/mn24b_v2preferwin2_qwen_bo16_valfilt_tune5 in 340.125s
chaiml-mn24b-v2preferwin-7980-v4-mkmlizer: creating bucket guanaco-mkml-models
chaiml-mn24b-v2preferwin-7980-v4-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
chaiml-mn24b-v2preferwin-7980-v4-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/chaiml-mn24b-v2preferwin-7980-v4/nvidia
chaiml-mn24b-v2preferwin-7980-v4-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwin-7980-v4/nvidia/config.json
chaiml-mn24b-v2preferwin-7980-v4-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwin-7980-v4/nvidia/special_tokens_map.json
chaiml-mn24b-v2preferwin-7980-v4-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwin-7980-v4/nvidia/tokenizer_config.json
chaiml-mn24b-v2preferwin-7980-v4-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwin-7980-v4/nvidia/tokenizer.json
chaiml-mn24b-v2preferwin-7980-v4-mkmlizer: cp /dev/shm/model_cache/flywheel_model.1.safetensors s3://guanaco-mkml-models/chaiml-mn24b-v2preferwin-7980-v4/nvidia/flywheel_model.1.safetensors
chaiml-mn24b-v2preferwin-7980-v4-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/chaiml-mn24b-v2preferwin-7980-v4/nvidia/flywheel_model.0.safetensors
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Job chaiml-mn24b-v2preferwin-7980-v4-mkmlizer completed after 460.42s with status: succeeded
Stopping job with name chaiml-mn24b-v2preferwin-7980-v4-mkmlizer
Pipeline stage MKMLizer completed in 460.89s
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-v2preferwin-7980-v4
Waiting for inference service chaiml-mn24b-v2preferwin-7980-v4 to be ready
Inference service chaiml-mn24b-v2preferwin-7980-v4 ready after 60.73788833618164s
Pipeline stage MKMLDeployer completed in 61.55s
run pipeline stage %s
Running pipeline stage StressChecker
Received healthy response to inference request in 2.826702117919922s
Received healthy response to inference request in 2.2620649337768555s
Received healthy response to inference request in 1.7421576976776123s
Received healthy response to inference request in 1.7558791637420654s
Received healthy response to inference request in 1.913090467453003s
5 requests
0 failed requests
5th percentile: 1.744901990890503
10th percentile: 1.7476462841033935
20th percentile: 1.7531348705291747
30th percentile: 1.787321424484253
40th percentile: 1.850205945968628
50th percentile: 1.913090467453003
60th percentile: 2.052680253982544
70th percentile: 2.192270040512085
80th percentile: 2.3749923706054688
90th percentile: 2.6008472442626953
95th percentile: 2.7137746810913086
99th percentile: 2.804116630554199
mean time: 2.099978876113892
Pipeline stage StressChecker completed in 12.01s
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 0.63s
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 0.66s
Shutdown handler de-registered
chaiml-mn24b-v2preferwin_7980_v4 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 0.11s
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-v2preferwin-7980-v4-profiler
Waiting for inference service chaiml-mn24b-v2preferwin-7980-v4-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 2590.93s
Shutdown handler de-registered
chaiml-mn24b-v2preferwin_7980_v4 status is now inactive due to auto deactivation removed underperforming models
chaiml-mn24b-v2preferwin_7980_v4 status is now torndown due to DeploymentManager action