developer_uid: ChaiHarshitSheoran
submission_id: chaiml-mn24b-v2preferwi_91731_v3
model_name: chaiml-mn24b-v2preferwi_91731_v3
model_group: ChaiML/mn24b_v2preferwin
status: torndown
timestamp: 2025-09-26T03:43:43+00:00
num_battles: 5563
num_wins: 2762
celo_rating: 1283.54
family_friendly_score: 0.5464
family_friendly_standard_error: 0.007040554523615309
submission_type: basic
model_repo: ChaiML/mn24b_v2preferwin2_qwen_nonl_bo4_tune8
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': 0.5430126980426483, 'latency_mean': 1.8414558422565461, 'latency_p50': 1.8484206199645996, 'latency_p90': 2.0308004140853884}, {'batch_size': 3, 'throughput': 1.1106045246246794, 'latency_mean': 2.6933433949947356, 'latency_p50': 2.6888149976730347, 'latency_p90': 3.003554368019104}, {'batch_size': 5, 'throughput': 1.4256180158925549, 'latency_mean': 3.4891802978515627, 'latency_p50': 3.487099051475525, 'latency_p90': 3.9210577487945555}, {'batch_size': 6, 'throughput': 1.5335305552975278, 'latency_mean': 3.8909100019931793, 'latency_p50': 3.912637948989868, 'latency_p90': 4.31439311504364}, {'batch_size': 8, 'throughput': 1.6686974045822325, 'latency_mean': 4.75744644522667, 'latency_p50': 4.72367799282074, 'latency_p90': 5.403930044174194}, {'batch_size': 10, 'throughput': 1.771495486844702, 'latency_mean': 5.590905467271805, 'latency_p50': 5.611124515533447, 'latency_p90': 6.330596232414246}]
gpu_counts: {'NVIDIA L40S': 1}
display_name: chaiml-mn24b-v2preferwi_91731_v3
is_internal_developer: False
language_model: ChaiML/mn24b_v2preferwin2_qwen_nonl_bo4_tune8
model_size: 24B
ranking_group: single
throughput_3p7s: 1.49
us_pacific_date: 2025-09-25
win_ratio: 0.4964946971058781
generation_params: {'temperature': 0.7, '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-91731-v3-mkmlizer
Waiting for job on chaiml-mn24b-v2preferwi-91731-v3-mkmlizer to finish
chaiml-mn24b-v2preferwi-91731-v3-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
chaiml-mn24b-v2preferwi-91731-v3-mkmlizer: ║                                                                     ║
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chaiml-mn24b-v2preferwi-91731-v3-mkmlizer: ║   █████     █████  █████ ░░████  █████                              ║
chaiml-mn24b-v2preferwi-91731-v3-mkmlizer: ║  ░░░░░     ░░░░░  ░░░░░   ░░░░  ░░░░░                               ║
chaiml-mn24b-v2preferwi-91731-v3-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-91731-v3-mkmlizer: ║  Version: 0.30.2                                                    ║
chaiml-mn24b-v2preferwi-91731-v3-mkmlizer: ║  Features: FLYWHEEL, CUDA                                           ║
chaiml-mn24b-v2preferwi-91731-v3-mkmlizer: ║  Copyright 2023-2025 MK ONE TECHNOLOGIES Inc.                       ║
chaiml-mn24b-v2preferwi-91731-v3-mkmlizer: ║  https://mk1.ai                                                     ║
chaiml-mn24b-v2preferwi-91731-v3-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-91731-v3-mkmlizer: ║  The license key for the current software has been verified as      ║
chaiml-mn24b-v2preferwi-91731-v3-mkmlizer: ║  belonging to:                                                      ║
chaiml-mn24b-v2preferwi-91731-v3-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-91731-v3-mkmlizer: ║  Chai Research Corp.                                                ║
chaiml-mn24b-v2preferwi-91731-v3-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
chaiml-mn24b-v2preferwi-91731-v3-mkmlizer: ║  Expiration: 2028-03-31 23:59:59                                    ║
chaiml-mn24b-v2preferwi-91731-v3-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-91731-v3-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
chaiml-mn24b-v2preferwi-91731-v3-mkmlizer: Downloaded to shared memory in 69.326s
chaiml-mn24b-v2preferwi-91731-v3-mkmlizer: Checking if ChaiML/mn24b_v2preferwin2_qwen_nonl_bo4_tune8 already exists in ChaiML
chaiml-mn24b-v2preferwi-91731-v3-mkmlizer: quantizing model to /dev/shm/model_cache, profile:q4, folder:/tmp/tmphnh59_vb, device:0
chaiml-mn24b-v2preferwi-91731-v3-mkmlizer: Saving flywheel model at /dev/shm/model_cache
chaiml-mn24b-v2preferwi-91731-v3-mkmlizer: quantized model in 282.087s
chaiml-mn24b-v2preferwi-91731-v3-mkmlizer: Processed model ChaiML/mn24b_v2preferwin2_qwen_nonl_bo4_tune8 in 351.413s
chaiml-mn24b-v2preferwi-91731-v3-mkmlizer: creating bucket guanaco-mkml-models
chaiml-mn24b-v2preferwi-91731-v3-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
chaiml-mn24b-v2preferwi-91731-v3-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-91731-v3/nvidia
chaiml-mn24b-v2preferwi-91731-v3-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-91731-v3/nvidia/config.json
chaiml-mn24b-v2preferwi-91731-v3-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-91731-v3/nvidia/special_tokens_map.json
chaiml-mn24b-v2preferwi-91731-v3-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-91731-v3/nvidia/tokenizer_config.json
chaiml-mn24b-v2preferwi-91731-v3-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-91731-v3/nvidia/tokenizer.json
chaiml-mn24b-v2preferwi-91731-v3-mkmlizer: cp /dev/shm/model_cache/flywheel_model.1.safetensors s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-91731-v3/nvidia/flywheel_model.1.safetensors
chaiml-mn24b-v2preferwi-91731-v3-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-91731-v3/nvidia/flywheel_model.0.safetensors
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Job chaiml-mn24b-v2preferwi-91731-v3-mkmlizer completed after 454.46s with status: succeeded
Stopping job with name chaiml-mn24b-v2preferwi-91731-v3-mkmlizer
Pipeline stage MKMLizer completed in 455.85s
run pipeline stage %s
Running pipeline stage MKMLTemplater
Pipeline stage MKMLTemplater completed in 0.17s
run pipeline stage %s
Running pipeline stage MKMLDeployer
Creating inference service chaiml-mn24b-v2preferwi-91731-v3
Waiting for inference service chaiml-mn24b-v2preferwi-91731-v3 to be ready
Inference service chaiml-mn24b-v2preferwi-91731-v3 ready after 40.20921492576599s
Pipeline stage MKMLDeployer completed in 40.82s
run pipeline stage %s
Running pipeline stage StressChecker
Received healthy response to inference request in 2.2434370517730713s
Received healthy response to inference request in 1.7070999145507812s
Received healthy response to inference request in 1.8230597972869873s
Received healthy response to inference request in 1.7582225799560547s
Received healthy response to inference request in 2.2644195556640625s
5 requests
0 failed requests
5th percentile: 1.717324447631836
10th percentile: 1.7275489807128905
20th percentile: 1.747998046875
30th percentile: 1.7711900234222413
40th percentile: 1.7971249103546143
50th percentile: 1.8230597972869873
60th percentile: 1.991210699081421
70th percentile: 2.1593616008758545
80th percentile: 2.2476335525512696
90th percentile: 2.256026554107666
95th percentile: 2.260223054885864
99th percentile: 2.263580255508423
mean time: 1.9592477798461914
Pipeline stage StressChecker completed in 11.18s
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 0.78s
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 0.97s
Shutdown handler de-registered
chaiml-mn24b-v2preferwi_91731_v3 status is now deployed due to DeploymentManager action
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 2429.38s
Shutdown handler de-registered
chaiml-mn24b-v2preferwi_91731_v3 status is now inactive due to auto deactivation removed underperforming models
chaiml-mn24b-v2preferwi_91731_v3 status is now torndown due to DeploymentManager action