chaiml-mn24b-v2preferwi_32454

developer_uid: ChaiHarshitSheoran
submission_id: chaiml-mn24b-v2preferwi_32454_v4
model_name: chaiml-mn24b-v2preferwi_32454_v4
model_group: ChaiML/mn24b_v2preferwin
status: torndown
timestamp: 2025-09-22T07:11:20+00:00
num_battles: 6198
num_wins: 3269
celo_rating: 1278.67
family_friendly_score: 0.5671999999999999
family_friendly_standard_error: 0.007006913157732155
submission_type: basic
model_repo: ChaiML/mn24b_v2preferwin2_qwen_bo16_filt4_tune9
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': 0.5563816703490775, 'latency_mean': 1.797226458787918, 'latency_p50': 1.7828127145767212, 'latency_p90': 1.9930221557617187}, {'batch_size': 3, 'throughput': 1.1205049615724307, 'latency_mean': 2.6674006187915804, 'latency_p50': 2.6647168397903442, 'latency_p90': 2.9908003330230715}, {'batch_size': 5, 'throughput': 1.4462396091452827, 'latency_mean': 3.422118295431137, 'latency_p50': 3.3780272006988525, 'latency_p90': 3.8805210113525392}, {'batch_size': 6, 'throughput': 1.5701018689416486, 'latency_mean': 3.8035461390018463, 'latency_p50': 3.8059645891189575, 'latency_p90': 4.216849160194397}, {'batch_size': 8, 'throughput': 1.7298414709632686, 'latency_mean': 4.582083361148834, 'latency_p50': 4.588644504547119, 'latency_p90': 5.089439630508423}, {'batch_size': 10, 'throughput': 1.7909679033690409, 'latency_mean': 5.536552294492721, 'latency_p50': 5.564520597457886, 'latency_p90': 6.298384404182434}]
gpu_counts: {'NVIDIA L40S': 1}
display_name: chaiml-mn24b-v2preferwi_32454_v4
is_internal_developer: False
language_model: ChaiML/mn24b_v2preferwin2_qwen_bo16_filt4_tune9
model_size: 24B
ranking_group: single
throughput_3p7s: 1.55
us_pacific_date: 2025-09-22
win_ratio: 0.5274282026460149
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-32454-v4-mkmlizer
Waiting for job on chaiml-mn24b-v2preferwi-32454-v4-mkmlizer to finish
chaiml-mn24b-v2preferwi-32454-v4-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
chaiml-mn24b-v2preferwi-32454-v4-mkmlizer: ║                                                                     ║
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chaiml-mn24b-v2preferwi-32454-v4-mkmlizer: ║   █████     █████  █████ ░░████  █████                              ║
chaiml-mn24b-v2preferwi-32454-v4-mkmlizer: ║  ░░░░░     ░░░░░  ░░░░░   ░░░░  ░░░░░                               ║
chaiml-mn24b-v2preferwi-32454-v4-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-32454-v4-mkmlizer: ║  Version: 0.30.2                                                    ║
chaiml-mn24b-v2preferwi-32454-v4-mkmlizer: ║  Features: FLYWHEEL, CUDA                                           ║
chaiml-mn24b-v2preferwi-32454-v4-mkmlizer: ║  Copyright 2023-2025 MK ONE TECHNOLOGIES Inc.                       ║
chaiml-mn24b-v2preferwi-32454-v4-mkmlizer: ║  https://mk1.ai                                                     ║
chaiml-mn24b-v2preferwi-32454-v4-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-32454-v4-mkmlizer: ║  The license key for the current software has been verified as      ║
chaiml-mn24b-v2preferwi-32454-v4-mkmlizer: ║  belonging to:                                                      ║
chaiml-mn24b-v2preferwi-32454-v4-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-32454-v4-mkmlizer: ║  Chai Research Corp.                                                ║
chaiml-mn24b-v2preferwi-32454-v4-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
chaiml-mn24b-v2preferwi-32454-v4-mkmlizer: ║  Expiration: 2028-03-31 23:59:59                                    ║
chaiml-mn24b-v2preferwi-32454-v4-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-32454-v4-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
chaiml-mn24b-v2preferwi-32454-v4-mkmlizer: Downloaded to shared memory in 42.875s
chaiml-mn24b-v2preferwi-32454-v4-mkmlizer: Checking if ChaiML/mn24b_v2preferwin2_qwen_bo16_filt4_tune9 already exists in ChaiML
chaiml-mn24b-v2preferwi-32454-v4-mkmlizer: quantizing model to /dev/shm/model_cache, profile:q4, folder:/tmp/tmp5yhbd7nw, device:0
chaiml-mn24b-v2preferwi-32454-v4-mkmlizer: Saving flywheel model at /dev/shm/model_cache
chaiml-mn24b-v2preferwi-32454-v4-mkmlizer: quantized model in 285.712s
chaiml-mn24b-v2preferwi-32454-v4-mkmlizer: Processed model ChaiML/mn24b_v2preferwin2_qwen_bo16_filt4_tune9 in 328.588s
chaiml-mn24b-v2preferwi-32454-v4-mkmlizer: creating bucket guanaco-mkml-models
chaiml-mn24b-v2preferwi-32454-v4-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
chaiml-mn24b-v2preferwi-32454-v4-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-32454-v4/nvidia
chaiml-mn24b-v2preferwi-32454-v4-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-32454-v4/nvidia/config.json
chaiml-mn24b-v2preferwi-32454-v4-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-32454-v4/nvidia/special_tokens_map.json
chaiml-mn24b-v2preferwi-32454-v4-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-32454-v4/nvidia/tokenizer_config.json
chaiml-mn24b-v2preferwi-32454-v4-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-32454-v4/nvidia/tokenizer.json
chaiml-mn24b-v2preferwi-32454-v4-mkmlizer: cp /dev/shm/model_cache/flywheel_model.1.safetensors s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-32454-v4/nvidia/flywheel_model.1.safetensors
chaiml-mn24b-v2preferwi-32454-v4-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-32454-v4/nvidia/flywheel_model.0.safetensors
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Job chaiml-mn24b-v2preferwi-32454-v4-mkmlizer completed after 418.77s with status: succeeded
Stopping job with name chaiml-mn24b-v2preferwi-32454-v4-mkmlizer
Pipeline stage MKMLizer completed in 419.27s
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-32454-v4
Waiting for inference service chaiml-mn24b-v2preferwi-32454-v4 to be ready
Inference service chaiml-mn24b-v2preferwi-32454-v4 ready after 60.279677867889404s
Pipeline stage MKMLDeployer completed in 60.81s
run pipeline stage %s
Running pipeline stage StressChecker
Received healthy response to inference request in 1.7103803157806396s
Received healthy response to inference request in 2.114413022994995s
Received healthy response to inference request in 1.4152114391326904s
Received healthy response to inference request in 2.6311614513397217s
Received healthy response to inference request in 2.15023136138916s
5 requests
0 failed requests
5th percentile: 1.4742452144622802
10th percentile: 1.5332789897918702
20th percentile: 1.65134654045105
30th percentile: 1.7911868572235108
40th percentile: 1.9527999401092528
50th percentile: 2.114413022994995
60th percentile: 2.128740358352661
70th percentile: 2.1430676937103272
80th percentile: 2.2464173793792725
90th percentile: 2.438789415359497
95th percentile: 2.5349754333496093
99th percentile: 2.6119242477416993
mean time: 2.0042795181274413
Pipeline stage StressChecker completed in 12.48s
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 0.66s
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 0.72s
Shutdown handler de-registered
chaiml-mn24b-v2preferwi_32454_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 0.10s
run pipeline stage %s
Running pipeline stage MKMLProfilerTemplater
Pipeline stage MKMLProfilerTemplater completed in 0.08s
run pipeline stage %s
Running pipeline stage MKMLProfilerDeployer
Creating inference service chaiml-mn24b-v2preferwi-32454-v4-profiler
Waiting for inference service chaiml-mn24b-v2preferwi-32454-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 2817.14s
Shutdown handler de-registered
chaiml-mn24b-v2preferwi_32454_v4 status is now inactive due to auto deactivation removed underperforming models
chaiml-mn24b-v2preferwi_32454_v4 status is now torndown due to DeploymentManager action