chaiml-mn24b-v2preferwi_18626

developer_uid: ChaiHarshitSheoran
submission_id: chaiml-mn24b-v2preferwi_18626_v1
model_name: chaiml-mn24b-v2preferwi_18626_v1
model_group: ChaiML/mn24b_v2preferwin
status: torndown
timestamp: 2025-09-23T17:22:28+00:00
num_battles: 5745
num_wins: 2967
celo_rating: 1275.58
family_friendly_score: 0.5578000000000001
family_friendly_standard_error: 0.007023662292565041
submission_type: basic
model_repo: ChaiML/mn24b_v2preferwin2_qwen_nonl_bo1_tune1
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': 0.5488935693629267, 'latency_mean': 1.821725628376007, 'latency_p50': 1.8142542839050293, 'latency_p90': 2.027029252052307}, {'batch_size': 3, 'throughput': 1.1054570667509727, 'latency_mean': 2.7084036457538603, 'latency_p50': 2.7130409479141235, 'latency_p90': 3.027053689956665}, {'batch_size': 5, 'throughput': 1.419677067218795, 'latency_mean': 3.4996901154518127, 'latency_p50': 3.5140304565429688, 'latency_p90': 3.8543142557144163}, {'batch_size': 6, 'throughput': 1.5255992337420268, 'latency_mean': 3.907513449192047, 'latency_p50': 3.884002208709717, 'latency_p90': 4.347949075698852}, {'batch_size': 8, 'throughput': 1.6581635575226927, 'latency_mean': 4.78778114438057, 'latency_p50': 4.77723228931427, 'latency_p90': 5.47313425540924}, {'batch_size': 10, 'throughput': 1.7409643551533929, 'latency_mean': 5.70091821193695, 'latency_p50': 5.670961380004883, 'latency_p90': 6.66477518081665}]
gpu_counts: {'NVIDIA L40S': 1}
display_name: chaiml-mn24b-v2preferwi_18626_v1
is_internal_developer: False
language_model: ChaiML/mn24b_v2preferwin2_qwen_nonl_bo1_tune1
model_size: 24B
ranking_group: single
throughput_3p7s: 1.48
us_pacific_date: 2025-09-23
win_ratio: 0.5164490861618799
generation_params: {'temperature': 0.6, '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-18626-v1-mkmlizer
Waiting for job on chaiml-mn24b-v2preferwi-18626-v1-mkmlizer to finish
chaiml-mn24b-v2preferwi-18626-v1-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
chaiml-mn24b-v2preferwi-18626-v1-mkmlizer: ║                                                                     ║
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chaiml-mn24b-v2preferwi-18626-v1-mkmlizer: ║   ░███      ░███   ░███ ░░███    ░███                               ║
chaiml-mn24b-v2preferwi-18626-v1-mkmlizer: ║   █████     █████  █████ ░░████  █████                              ║
chaiml-mn24b-v2preferwi-18626-v1-mkmlizer: ║  ░░░░░     ░░░░░  ░░░░░   ░░░░  ░░░░░                               ║
chaiml-mn24b-v2preferwi-18626-v1-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-18626-v1-mkmlizer: ║  Version: 0.30.2                                                    ║
chaiml-mn24b-v2preferwi-18626-v1-mkmlizer: ║  Features: FLYWHEEL, CUDA                                           ║
chaiml-mn24b-v2preferwi-18626-v1-mkmlizer: ║  Copyright 2023-2025 MK ONE TECHNOLOGIES Inc.                       ║
chaiml-mn24b-v2preferwi-18626-v1-mkmlizer: ║  https://mk1.ai                                                     ║
chaiml-mn24b-v2preferwi-18626-v1-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-18626-v1-mkmlizer: ║  The license key for the current software has been verified as      ║
chaiml-mn24b-v2preferwi-18626-v1-mkmlizer: ║  belonging to:                                                      ║
chaiml-mn24b-v2preferwi-18626-v1-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-18626-v1-mkmlizer: ║  Chai Research Corp.                                                ║
chaiml-mn24b-v2preferwi-18626-v1-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
chaiml-mn24b-v2preferwi-18626-v1-mkmlizer: ║  Expiration: 2028-03-31 23:59:59                                    ║
chaiml-mn24b-v2preferwi-18626-v1-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-18626-v1-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
chaiml-mn24b-v2preferwi-18626-v1-mkmlizer: Downloaded to shared memory in 49.320s
chaiml-mn24b-v2preferwi-18626-v1-mkmlizer: Checking if ChaiML/mn24b_v2preferwin2_qwen_nonl_bo1_tune1 already exists in ChaiML
chaiml-mn24b-v2preferwi-18626-v1-mkmlizer: quantizing model to /dev/shm/model_cache, profile:q4, folder:/tmp/tmphj96zvu2, device:0
chaiml-mn24b-v2preferwi-18626-v1-mkmlizer: Saving flywheel model at /dev/shm/model_cache
chaiml-mn24b-v2preferwi-18626-v1-mkmlizer: quantized model in 289.047s
chaiml-mn24b-v2preferwi-18626-v1-mkmlizer: Processed model ChaiML/mn24b_v2preferwin2_qwen_nonl_bo1_tune1 in 338.368s
chaiml-mn24b-v2preferwi-18626-v1-mkmlizer: creating bucket guanaco-mkml-models
chaiml-mn24b-v2preferwi-18626-v1-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
chaiml-mn24b-v2preferwi-18626-v1-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-18626-v1/nvidia
chaiml-mn24b-v2preferwi-18626-v1-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-18626-v1/nvidia/config.json
chaiml-mn24b-v2preferwi-18626-v1-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-18626-v1/nvidia/special_tokens_map.json
chaiml-mn24b-v2preferwi-18626-v1-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-18626-v1/nvidia/tokenizer_config.json
chaiml-mn24b-v2preferwi-18626-v1-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-18626-v1/nvidia/tokenizer.json
chaiml-mn24b-v2preferwi-18626-v1-mkmlizer: cp /dev/shm/model_cache/flywheel_model.1.safetensors s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-18626-v1/nvidia/flywheel_model.1.safetensors
chaiml-mn24b-v2preferwi-18626-v1-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-18626-v1/nvidia/flywheel_model.0.safetensors
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Job chaiml-mn24b-v2preferwi-18626-v1-mkmlizer completed after 470.08s with status: succeeded
Stopping job with name chaiml-mn24b-v2preferwi-18626-v1-mkmlizer
Pipeline stage MKMLizer completed in 470.67s
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-v2preferwi-18626-v1
Waiting for inference service chaiml-mn24b-v2preferwi-18626-v1 to be ready
Inference service chaiml-mn24b-v2preferwi-18626-v1 ready after 61.084529399871826s
Pipeline stage MKMLDeployer completed in 61.90s
run pipeline stage %s
Running pipeline stage StressChecker
Received healthy response to inference request in 2.4828221797943115s
Received healthy response to inference request in 1.732217788696289s
Received healthy response to inference request in 1.7877233028411865s
Received healthy response to inference request in 1.9198501110076904s
Received healthy response to inference request in 2.0634067058563232s
5 requests
0 failed requests
5th percentile: 1.7433188915252686
10th percentile: 1.754419994354248
20th percentile: 1.776622200012207
30th percentile: 1.8141486644744873
40th percentile: 1.8669993877410889
50th percentile: 1.9198501110076904
60th percentile: 1.9772727489471436
70th percentile: 2.0346953868865967
80th percentile: 2.147289800643921
90th percentile: 2.315055990219116
95th percentile: 2.3989390850067136
99th percentile: 2.466045560836792
mean time: 1.9972040176391601
Pipeline stage StressChecker completed in 11.92s
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 0.70s
Shutdown handler de-registered
chaiml-mn24b-v2preferwi_18626_v1 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 0.27s
run pipeline stage %s
Running pipeline stage MKMLProfilerDeployer
Creating inference service chaiml-mn24b-v2preferwi-18626-v1-profiler
Waiting for inference service chaiml-mn24b-v2preferwi-18626-v1-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 2569.59s
Shutdown handler de-registered
chaiml-mn24b-v2preferwi_18626_v1 status is now inactive due to auto deactivation removed underperforming models
chaiml-mn24b-v2preferwi_18626_v1 status is now torndown due to DeploymentManager action