chaiml-mn24b-v2preferwin_4084

developer_uid: ChaiHarshitSheoran
submission_id: chaiml-mn24b-v2preferwin_4084_v4
model_name: chaiml-mn24b-v2preferwin_4084_v4
model_group: ChaiML/mn24b_v2preferwin
status: torndown
timestamp: 2025-09-19T14:43:02+00:00
num_battles: 6158
num_wins: 3231
celo_rating: 1279.95
family_friendly_score: 0.5631999999999999
family_friendly_standard_error: 0.007014353284515972
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': 0.5461967718125594, 'latency_mean': 1.8307383024692536, 'latency_p50': 1.8395755290985107, 'latency_p90': 2.023346257209778}, {'batch_size': 3, 'throughput': 1.1035011445653025, 'latency_mean': 2.7083734667301176, 'latency_p50': 2.69986629486084, 'latency_p90': 3.0732513666152954}, {'batch_size': 5, 'throughput': 1.4308133610324727, 'latency_mean': 3.479103490114212, 'latency_p50': 3.489767909049988, 'latency_p90': 4.002095818519592}, {'batch_size': 6, 'throughput': 1.5394862212343243, 'latency_mean': 3.8704752743244173, 'latency_p50': 3.848355293273926, 'latency_p90': 4.417314767837524}, {'batch_size': 8, 'throughput': 1.6935818928112638, 'latency_mean': 4.688176667690277, 'latency_p50': 4.730017900466919, 'latency_p90': 5.332658529281616}, {'batch_size': 10, 'throughput': 1.7717048853419888, 'latency_mean': 5.607050907611847, 'latency_p50': 5.638595461845398, 'latency_p90': 6.34764883518219}]
gpu_counts: {'NVIDIA L40S': 1}
display_name: chaiml-mn24b-v2preferwin_4084_v4
is_internal_developer: False
language_model: ChaiML/mn24b_v2preferwin2_qwen_bo16_valfilt_tune7
model_size: 24B
ranking_group: single
throughput_3p7s: 1.5
us_pacific_date: 2025-09-19
win_ratio: 0.5246833387463462
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-4084-v4-mkmlizer
Waiting for job on chaiml-mn24b-v2preferwin-4084-v4-mkmlizer to finish
chaiml-mn24b-v2preferwin-4084-v4-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
chaiml-mn24b-v2preferwin-4084-v4-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwin-4084-v4-mkmlizer: ║   ██████   ██████  █████   ████  ████                               ║
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chaiml-mn24b-v2preferwin-4084-v4-mkmlizer: ║   █████     █████  █████ ░░████  █████                              ║
chaiml-mn24b-v2preferwin-4084-v4-mkmlizer: ║  ░░░░░     ░░░░░  ░░░░░   ░░░░  ░░░░░                               ║
chaiml-mn24b-v2preferwin-4084-v4-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwin-4084-v4-mkmlizer: ║  Version: 0.30.2                                                    ║
chaiml-mn24b-v2preferwin-4084-v4-mkmlizer: ║  Features: FLYWHEEL, CUDA                                           ║
chaiml-mn24b-v2preferwin-4084-v4-mkmlizer: ║  Copyright 2023-2025 MK ONE TECHNOLOGIES Inc.                       ║
chaiml-mn24b-v2preferwin-4084-v4-mkmlizer: ║  https://mk1.ai                                                     ║
chaiml-mn24b-v2preferwin-4084-v4-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwin-4084-v4-mkmlizer: ║  The license key for the current software has been verified as      ║
chaiml-mn24b-v2preferwin-4084-v4-mkmlizer: ║  belonging to:                                                      ║
chaiml-mn24b-v2preferwin-4084-v4-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwin-4084-v4-mkmlizer: ║  Chai Research Corp.                                                ║
chaiml-mn24b-v2preferwin-4084-v4-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
chaiml-mn24b-v2preferwin-4084-v4-mkmlizer: ║  Expiration: 2028-03-31 23:59:59                                    ║
chaiml-mn24b-v2preferwin-4084-v4-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwin-4084-v4-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
chaiml-mn24b-v2preferwin-4084-v4-mkmlizer: Downloaded to shared memory in 69.091s
chaiml-mn24b-v2preferwin-4084-v4-mkmlizer: Checking if ChaiML/mn24b_v2preferwin2_qwen_bo16_valfilt_tune7 already exists in ChaiML
chaiml-mn24b-v2preferwin-4084-v4-mkmlizer: quantizing model to /dev/shm/model_cache, profile:q4, folder:/tmp/tmpv_albna1, device:0
chaiml-mn24b-v2preferwin-4084-v4-mkmlizer: Saving flywheel model at /dev/shm/model_cache
chaiml-mn24b-v2preferwin-4084-v4-mkmlizer: quantized model in 288.386s
chaiml-mn24b-v2preferwin-4084-v4-mkmlizer: Processed model ChaiML/mn24b_v2preferwin2_qwen_bo16_valfilt_tune7 in 357.477s
chaiml-mn24b-v2preferwin-4084-v4-mkmlizer: creating bucket guanaco-mkml-models
chaiml-mn24b-v2preferwin-4084-v4-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
chaiml-mn24b-v2preferwin-4084-v4-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/chaiml-mn24b-v2preferwin-4084-v4/nvidia
chaiml-mn24b-v2preferwin-4084-v4-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwin-4084-v4/nvidia/config.json
chaiml-mn24b-v2preferwin-4084-v4-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwin-4084-v4/nvidia/special_tokens_map.json
chaiml-mn24b-v2preferwin-4084-v4-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwin-4084-v4/nvidia/tokenizer_config.json
chaiml-mn24b-v2preferwin-4084-v4-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwin-4084-v4/nvidia/tokenizer.json
chaiml-mn24b-v2preferwin-4084-v4-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/chaiml-mn24b-v2preferwin-4084-v4/nvidia/flywheel_model.0.safetensors
chaiml-mn24b-v2preferwin-4084-v4-mkmlizer: cp /dev/shm/model_cache/flywheel_model.1.safetensors s3://guanaco-mkml-models/chaiml-mn24b-v2preferwin-4084-v4/nvidia/flywheel_model.1.safetensors
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Job chaiml-mn24b-v2preferwin-4084-v4-mkmlizer completed after 462.91s with status: succeeded
Stopping job with name chaiml-mn24b-v2preferwin-4084-v4-mkmlizer
Pipeline stage MKMLizer completed in 463.78s
run pipeline stage %s
Running pipeline stage MKMLTemplater
Pipeline stage MKMLTemplater completed in 0.27s
run pipeline stage %s
Running pipeline stage MKMLDeployer
Creating inference service chaiml-mn24b-v2preferwin-4084-v4
Waiting for inference service chaiml-mn24b-v2preferwin-4084-v4 to be ready
Failed to get response for submission mistralai-mistral-nem_93303_v569: ('http://mistralai-mistral-nem-93303-v569-predictor.tenant-chaiml-guanaco.k2.chaiverse.com/v1/models/GPT-J-6B-lit-v2:predict', '')
Inference service chaiml-mn24b-v2preferwin-4084-v4 ready after 61.103973388671875s
Pipeline stage MKMLDeployer completed in 62.11s
run pipeline stage %s
Running pipeline stage StressChecker
Received healthy response to inference request in 2.618436574935913s
Received healthy response to inference request in 1.696183443069458s
Received healthy response to inference request in 1.9455606937408447s
Received healthy response to inference request in 2.1185271739959717s
Received healthy response to inference request in 2.151169538497925s
5 requests
0 failed requests
5th percentile: 1.7460588932037353
10th percentile: 1.7959343433380126
20th percentile: 1.8956852436065674
30th percentile: 1.98015398979187
40th percentile: 2.049340581893921
50th percentile: 2.1185271739959717
60th percentile: 2.131584119796753
70th percentile: 2.144641065597534
80th percentile: 2.2446229457855225
90th percentile: 2.4315297603607178
95th percentile: 2.5249831676483154
99th percentile: 2.5997458934783935
mean time: 2.1059754848480225
Pipeline stage StressChecker completed in 11.88s
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 0.71s
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 0.65s
Shutdown handler de-registered
chaiml-mn24b-v2preferwin_4084_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-4084-v4-profiler
Waiting for inference service chaiml-mn24b-v2preferwin-4084-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 3072.74s
Shutdown handler de-registered
chaiml-mn24b-v2preferwin_4084_v4 status is now inactive due to auto deactivation removed underperforming models
chaiml-mn24b-v2preferwin_4084_v4 status is now torndown due to DeploymentManager action