chaiml-mn24b-v2preferwi_48125

developer_uid: ChaiHarshitSheoran
submission_id: chaiml-mn24b-v2preferwi_48125_v1
model_name: chaiml-mn24b-v2preferwi_48125_v1
model_group: ChaiML/mn24b_v2preferwin
status: torndown
timestamp: 2025-09-30T00:53:06+00:00
num_battles: 5640
num_wins: 3009
celo_rating: 1282.8
family_friendly_score: 0.5376000000000001
family_friendly_standard_error: 0.007051045879867752
submission_type: basic
model_repo: ChaiML/mn24b_v2preferwin2_qwen_nonl_bo64_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': 0.37587792410037296, 'latency_mean': 2.6603137075901033, 'latency_p50': 1.9117423295974731, 'latency_p90': 5.17085120677948}, {'batch_size': 3, 'throughput': 1.104437866762771, 'latency_mean': 2.7119591200351714, 'latency_p50': 2.7234432697296143, 'latency_p90': 3.016776418685913}, {'batch_size': 5, 'throughput': 1.4045346686112223, 'latency_mean': 3.5431418311595917, 'latency_p50': 3.5449289083480835, 'latency_p90': 4.035061335563659}, {'batch_size': 6, 'throughput': 1.500697184147092, 'latency_mean': 3.9735272455215456, 'latency_p50': 3.987728238105774, 'latency_p90': 4.4548769235610965}, {'batch_size': 8, 'throughput': 1.6434659388178843, 'latency_mean': 4.831661599874496, 'latency_p50': 4.807193875312805, 'latency_p90': 5.517501020431519}, {'batch_size': 10, 'throughput': 1.7127998890280856, 'latency_mean': 5.783557422161103, 'latency_p50': 5.829098105430603, 'latency_p90': 6.571182417869568}]
gpu_counts: {'NVIDIA L40S': 1}
display_name: chaiml-mn24b-v2preferwi_48125_v1
is_internal_developer: False
language_model: ChaiML/mn24b_v2preferwin2_qwen_nonl_bo64_tune5
model_size: 24B
ranking_group: single
throughput_3p7s: 1.45
us_pacific_date: 2025-09-29
win_ratio: 0.5335106382978724
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-48125-v1-mkmlizer
Waiting for job on chaiml-mn24b-v2preferwi-48125-v1-mkmlizer to finish
chaiml-mn24b-v2preferwi-48125-v1-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
chaiml-mn24b-v2preferwi-48125-v1-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-48125-v1-mkmlizer: ║   ██████   ██████  █████   ████  ████                               ║
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chaiml-mn24b-v2preferwi-48125-v1-mkmlizer: ║   ░███░█████░███   ░███  ███     ░███                               ║
chaiml-mn24b-v2preferwi-48125-v1-mkmlizer: ║   ░███░░███ ░███   ░███████      ░███                               ║
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chaiml-mn24b-v2preferwi-48125-v1-mkmlizer: ║   ░███      ░███   ░███ ░░███    ░███                               ║
chaiml-mn24b-v2preferwi-48125-v1-mkmlizer: ║   █████     █████  █████ ░░████  █████                              ║
chaiml-mn24b-v2preferwi-48125-v1-mkmlizer: ║  ░░░░░     ░░░░░  ░░░░░   ░░░░  ░░░░░                               ║
chaiml-mn24b-v2preferwi-48125-v1-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-48125-v1-mkmlizer: ║  Version: 0.30.2                                                    ║
chaiml-mn24b-v2preferwi-48125-v1-mkmlizer: ║  Features: FLYWHEEL, CUDA                                           ║
chaiml-mn24b-v2preferwi-48125-v1-mkmlizer: ║  Copyright 2023-2025 MK ONE TECHNOLOGIES Inc.                       ║
chaiml-mn24b-v2preferwi-48125-v1-mkmlizer: ║  https://mk1.ai                                                     ║
chaiml-mn24b-v2preferwi-48125-v1-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-48125-v1-mkmlizer: ║  The license key for the current software has been verified as      ║
chaiml-mn24b-v2preferwi-48125-v1-mkmlizer: ║  belonging to:                                                      ║
chaiml-mn24b-v2preferwi-48125-v1-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-48125-v1-mkmlizer: ║  Chai Research Corp.                                                ║
chaiml-mn24b-v2preferwi-48125-v1-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
chaiml-mn24b-v2preferwi-48125-v1-mkmlizer: ║  Expiration: 2028-03-31 23:59:59                                    ║
chaiml-mn24b-v2preferwi-48125-v1-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-48125-v1-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
chaiml-mn24b-v2preferwi-48125-v1-mkmlizer: Downloaded to shared memory in 57.471s
chaiml-mn24b-v2preferwi-48125-v1-mkmlizer: Checking if ChaiML/mn24b_v2preferwin2_qwen_nonl_bo64_tune5 already exists in ChaiML
chaiml-mn24b-v2preferwi-48125-v1-mkmlizer: quantizing model to /dev/shm/model_cache, profile:q4, folder:/tmp/tmpqli254wj, device:0
chaiml-mn24b-v2preferwi-48125-v1-mkmlizer: Saving flywheel model at /dev/shm/model_cache
chaiml-mn24b-v2preferwi-48125-v1-mkmlizer: quantized model in 283.368s
chaiml-mn24b-v2preferwi-48125-v1-mkmlizer: Processed model ChaiML/mn24b_v2preferwin2_qwen_nonl_bo64_tune5 in 340.840s
chaiml-mn24b-v2preferwi-48125-v1-mkmlizer: creating bucket guanaco-mkml-models
chaiml-mn24b-v2preferwi-48125-v1-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
chaiml-mn24b-v2preferwi-48125-v1-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-48125-v1/nvidia
chaiml-mn24b-v2preferwi-48125-v1-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-48125-v1/nvidia/config.json
chaiml-mn24b-v2preferwi-48125-v1-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-48125-v1/nvidia/special_tokens_map.json
chaiml-mn24b-v2preferwi-48125-v1-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-48125-v1/nvidia/tokenizer_config.json
chaiml-mn24b-v2preferwi-48125-v1-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-48125-v1/nvidia/tokenizer.json
chaiml-mn24b-v2preferwi-48125-v1-mkmlizer: cp /dev/shm/model_cache/flywheel_model.1.safetensors s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-48125-v1/nvidia/flywheel_model.1.safetensors
chaiml-mn24b-v2preferwi-48125-v1-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-48125-v1/nvidia/flywheel_model.0.safetensors
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Job chaiml-mn24b-v2preferwi-48125-v1-mkmlizer completed after 439.91s with status: succeeded
Stopping job with name chaiml-mn24b-v2preferwi-48125-v1-mkmlizer
Pipeline stage MKMLizer completed in 440.48s
run pipeline stage %s
Running pipeline stage MKMLTemplater
Pipeline stage MKMLTemplater completed in 0.18s
run pipeline stage %s
Running pipeline stage MKMLDeployer
Creating inference service chaiml-mn24b-v2preferwi-48125-v1
Waiting for inference service chaiml-mn24b-v2preferwi-48125-v1 to be ready
Inference service chaiml-mn24b-v2preferwi-48125-v1 ready after 40.65858793258667s
Pipeline stage MKMLDeployer completed in 41.45s
run pipeline stage %s
Running pipeline stage StressChecker
Received healthy response to inference request in 2.414245843887329s
Received healthy response to inference request in 2.3225269317626953s
Received healthy response to inference request in 2.8852312564849854s
Received healthy response to inference request in 2.841387987136841s
Received healthy response to inference request in 2.1982972621917725s
5 requests
0 failed requests
5th percentile: 2.223143196105957
10th percentile: 2.247989130020142
20th percentile: 2.2976809978485107
30th percentile: 2.340870714187622
40th percentile: 2.3775582790374754
50th percentile: 2.414245843887329
60th percentile: 2.5851027011871337
70th percentile: 2.7559595584869383
80th percentile: 2.85015664100647
90th percentile: 2.8676939487457274
95th percentile: 2.8764626026153564
99th percentile: 2.8834775257110596
mean time: 2.532337856292725
Pipeline stage StressChecker completed in 17.32s
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 1.52s
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 1.15s
Shutdown handler de-registered
chaiml-mn24b-v2preferwi_48125_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 0.11s
run pipeline stage %s
Running pipeline stage MKMLProfilerTemplater
Pipeline stage MKMLProfilerTemplater completed in 0.12s
run pipeline stage %s
Running pipeline stage MKMLProfilerDeployer
Creating inference service chaiml-mn24b-v2preferwi-48125-v1-profiler
Waiting for inference service chaiml-mn24b-v2preferwi-48125-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 4705.48s
Shutdown handler de-registered
chaiml-mn24b-v2preferwi_48125_v1 status is now inactive due to auto deactivation removed underperforming models
chaiml-mn24b-v2preferwi_48125_v1 status is now torndown due to DeploymentManager action