developer_uid: ChaiHarshitSheoran
submission_id: chaiml-mn24b-v2preferwi_67267_v4
model_name: chaiml-mn24b-v2preferwi_67267_v4
model_group: ChaiML/mn24b_v2preferwin
status: torndown
timestamp: 2025-09-25T08:24:07+00:00
num_battles: 6565
num_wins: 3206
celo_rating: 1275.09
family_friendly_score: 0.5374
family_friendly_standard_error: 0.007051258611056611
submission_type: basic
model_repo: ChaiML/mn24b_v2preferwin2_qwen_nonl_bo16_tune3
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': 0.5482032395535233, 'latency_mean': 1.8240207540988922, 'latency_p50': 1.8359977006912231, 'latency_p90': 2.018770217895508}, {'batch_size': 3, 'throughput': 1.1087786503009476, 'latency_mean': 2.6933301639556886, 'latency_p50': 2.7001736164093018, 'latency_p90': 2.9215224742889405}, {'batch_size': 5, 'throughput': 1.433953279386535, 'latency_mean': 3.4596516001224518, 'latency_p50': 3.4523866176605225, 'latency_p90': 3.9402799129486086}, {'batch_size': 6, 'throughput': 1.5488775431635742, 'latency_mean': 3.849645975828171, 'latency_p50': 3.8184326887130737, 'latency_p90': 4.3427993059158325}, {'batch_size': 8, 'throughput': 1.7021305849290511, 'latency_mean': 4.666953856945038, 'latency_p50': 4.666502594947815, 'latency_p90': 5.276729345321655}, {'batch_size': 10, 'throughput': 1.7736178464037415, 'latency_mean': 5.569403614997864, 'latency_p50': 5.623555302619934, 'latency_p90': 6.253835988044739}]
gpu_counts: {'NVIDIA L40S': 1}
display_name: chaiml-mn24b-v2preferwi_67267_v4
is_internal_developer: False
language_model: ChaiML/mn24b_v2preferwin2_qwen_nonl_bo16_tune3
model_size: 24B
ranking_group: single
throughput_3p7s: 1.52
us_pacific_date: 2025-09-25
win_ratio: 0.48834729626808837
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-67267-v4-mkmlizer
Waiting for job on chaiml-mn24b-v2preferwi-67267-v4-mkmlizer to finish
chaiml-mn24b-v2preferwi-67267-v4-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
chaiml-mn24b-v2preferwi-67267-v4-mkmlizer: ║                                                                     ║
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chaiml-mn24b-v2preferwi-67267-v4-mkmlizer: ║   ░███      ░███   ░███ ░░███    ░███                               ║
chaiml-mn24b-v2preferwi-67267-v4-mkmlizer: ║   █████     █████  █████ ░░████  █████                              ║
chaiml-mn24b-v2preferwi-67267-v4-mkmlizer: ║  ░░░░░     ░░░░░  ░░░░░   ░░░░  ░░░░░                               ║
chaiml-mn24b-v2preferwi-67267-v4-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-67267-v4-mkmlizer: ║  Version: 0.30.2                                                    ║
chaiml-mn24b-v2preferwi-67267-v4-mkmlizer: ║  Features: FLYWHEEL, CUDA                                           ║
chaiml-mn24b-v2preferwi-67267-v4-mkmlizer: ║  Copyright 2023-2025 MK ONE TECHNOLOGIES Inc.                       ║
chaiml-mn24b-v2preferwi-67267-v4-mkmlizer: ║  https://mk1.ai                                                     ║
chaiml-mn24b-v2preferwi-67267-v4-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-67267-v4-mkmlizer: ║  The license key for the current software has been verified as      ║
chaiml-mn24b-v2preferwi-67267-v4-mkmlizer: ║  belonging to:                                                      ║
chaiml-mn24b-v2preferwi-67267-v4-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-67267-v4-mkmlizer: ║  Chai Research Corp.                                                ║
chaiml-mn24b-v2preferwi-67267-v4-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
chaiml-mn24b-v2preferwi-67267-v4-mkmlizer: ║  Expiration: 2028-03-31 23:59:59                                    ║
chaiml-mn24b-v2preferwi-67267-v4-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-67267-v4-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
chaiml-mn24b-v2preferwi-67267-v4-mkmlizer: Downloaded to shared memory in 40.974s
chaiml-mn24b-v2preferwi-67267-v4-mkmlizer: Checking if ChaiML/mn24b_v2preferwin2_qwen_nonl_bo16_tune3 already exists in ChaiML
chaiml-mn24b-v2preferwi-67267-v4-mkmlizer: quantizing model to /dev/shm/model_cache, profile:q4, folder:/tmp/tmpb_jpl1pa, device:0
chaiml-mn24b-v2preferwi-67267-v4-mkmlizer: Saving flywheel model at /dev/shm/model_cache
chaiml-mn24b-v2preferwi-67267-v4-mkmlizer: quantized model in 286.153s
chaiml-mn24b-v2preferwi-67267-v4-mkmlizer: Processed model ChaiML/mn24b_v2preferwin2_qwen_nonl_bo16_tune3 in 327.128s
chaiml-mn24b-v2preferwi-67267-v4-mkmlizer: creating bucket guanaco-mkml-models
chaiml-mn24b-v2preferwi-67267-v4-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
chaiml-mn24b-v2preferwi-67267-v4-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-67267-v4/nvidia
chaiml-mn24b-v2preferwi-67267-v4-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-67267-v4/nvidia/config.json
chaiml-mn24b-v2preferwi-67267-v4-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-67267-v4/nvidia/special_tokens_map.json
chaiml-mn24b-v2preferwi-67267-v4-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-67267-v4/nvidia/tokenizer_config.json
chaiml-mn24b-v2preferwi-67267-v4-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-67267-v4/nvidia/tokenizer.json
chaiml-mn24b-v2preferwi-67267-v4-mkmlizer: cp /dev/shm/model_cache/flywheel_model.1.safetensors s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-67267-v4/nvidia/flywheel_model.1.safetensors
chaiml-mn24b-v2preferwi-67267-v4-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-67267-v4/nvidia/flywheel_model.0.safetensors
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Job chaiml-mn24b-v2preferwi-67267-v4-mkmlizer completed after 426.59s with status: succeeded
Stopping job with name chaiml-mn24b-v2preferwi-67267-v4-mkmlizer
Pipeline stage MKMLizer completed in 427.05s
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-67267-v4
Waiting for inference service chaiml-mn24b-v2preferwi-67267-v4 to be ready
Inference service chaiml-mn24b-v2preferwi-67267-v4 ready after 60.52872657775879s
Pipeline stage MKMLDeployer completed in 61.06s
run pipeline stage %s
Running pipeline stage StressChecker
Received healthy response to inference request in 2.6141037940979004s
Received healthy response to inference request in 2.5364456176757812s
Received healthy response to inference request in 1.6209759712219238s
Received healthy response to inference request in 1.9606425762176514s
Received healthy response to inference request in 1.7208940982818604s
5 requests
0 failed requests
5th percentile: 1.6409595966339112
10th percentile: 1.6609432220458984
20th percentile: 1.700910472869873
30th percentile: 1.7688437938690185
40th percentile: 1.864743185043335
50th percentile: 1.9606425762176514
60th percentile: 2.190963792800903
70th percentile: 2.4212850093841554
80th percentile: 2.551977252960205
90th percentile: 2.5830405235290526
95th percentile: 2.5985721588134765
99th percentile: 2.6109974670410154
mean time: 2.0906124114990234
Pipeline stage StressChecker completed in 11.98s
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 0.73s
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 1.04s
Shutdown handler de-registered
chaiml-mn24b-v2preferwi_67267_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 0.09s
run pipeline stage %s
Running pipeline stage MKMLProfilerTemplater
Pipeline stage MKMLProfilerTemplater completed in 0.13s
run pipeline stage %s
Running pipeline stage MKMLProfilerDeployer
Creating inference service chaiml-mn24b-v2preferwi-67267-v4-profiler
Waiting for inference service chaiml-mn24b-v2preferwi-67267-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 2449.34s
Shutdown handler de-registered
chaiml-mn24b-v2preferwi_67267_v4 status is now inactive due to auto deactivation removed underperforming models
chaiml-mn24b-v2preferwi_67267_v4 status is now torndown due to DeploymentManager action