developer_uid: ChaiHarshitSheoran
submission_id: chaiml-mn24b-v2preferwi_73387_v3
model_name: chaiml-mn24b-v2preferwi_73387_v3
model_group: ChaiML/mn24b_v2preferwin
status: torndown
timestamp: 2025-09-12T18:10:25+00:00
num_battles: 5657
num_wins: 3032
celo_rating: 1282.38
family_friendly_score: 0.579
family_friendly_standard_error: 0.006982248921371967
submission_type: basic
model_repo: ChaiML/mn24b_v2preferwin1syn1_tune11
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': 0.5391699547715473, 'latency_mean': 1.8546006572246552, 'latency_p50': 1.865931510925293, 'latency_p90': 2.0542300224304197}, {'batch_size': 3, 'throughput': 1.1120998495921055, 'latency_mean': 2.6888534319400788, 'latency_p50': 2.6893951892852783, 'latency_p90': 3.010394549369812}, {'batch_size': 5, 'throughput': 1.4163152106768218, 'latency_mean': 3.510781470537186, 'latency_p50': 3.503174304962158, 'latency_p90': 3.996378993988037}, {'batch_size': 6, 'throughput': 1.5179289575544612, 'latency_mean': 3.907101274728775, 'latency_p50': 3.8876004219055176, 'latency_p90': 4.49865493774414}, {'batch_size': 8, 'throughput': 1.6746603376493803, 'latency_mean': 4.7380237078666685, 'latency_p50': 4.766424775123596, 'latency_p90': 5.377634954452515}, {'batch_size': 10, 'throughput': 1.75314442577513, 'latency_mean': 5.631857353448868, 'latency_p50': 5.649922728538513, 'latency_p90': 6.352553009986877}]
gpu_counts: {'NVIDIA L40S': 1}
display_name: chaiml-mn24b-v2preferwi_73387_v3
is_internal_developer: False
language_model: ChaiML/mn24b_v2preferwin1syn1_tune11
model_size: 24B
ranking_group: single
throughput_3p7s: 1.48
us_pacific_date: 2025-09-12
win_ratio: 0.5359731306346119
generation_params: {'temperature': 0.8, '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': '{prompt}\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-73387-v3-mkmlizer
Waiting for job on chaiml-mn24b-v2preferwi-73387-v3-mkmlizer to finish
chaiml-mn24b-v2preferwi-73387-v3-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
chaiml-mn24b-v2preferwi-73387-v3-mkmlizer: ║                                                                     ║
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chaiml-mn24b-v2preferwi-73387-v3-mkmlizer: ║   █████     █████  █████ ░░████  █████                              ║
chaiml-mn24b-v2preferwi-73387-v3-mkmlizer: ║  ░░░░░     ░░░░░  ░░░░░   ░░░░  ░░░░░                               ║
chaiml-mn24b-v2preferwi-73387-v3-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-73387-v3-mkmlizer: ║  Version: 0.30.2                                                    ║
chaiml-mn24b-v2preferwi-73387-v3-mkmlizer: ║  Features: FLYWHEEL, CUDA                                           ║
chaiml-mn24b-v2preferwi-73387-v3-mkmlizer: ║  Copyright 2023-2025 MK ONE TECHNOLOGIES Inc.                       ║
chaiml-mn24b-v2preferwi-73387-v3-mkmlizer: ║  https://mk1.ai                                                     ║
chaiml-mn24b-v2preferwi-73387-v3-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-73387-v3-mkmlizer: ║  The license key for the current software has been verified as      ║
chaiml-mn24b-v2preferwi-73387-v3-mkmlizer: ║  belonging to:                                                      ║
chaiml-mn24b-v2preferwi-73387-v3-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-73387-v3-mkmlizer: ║  Chai Research Corp.                                                ║
chaiml-mn24b-v2preferwi-73387-v3-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
chaiml-mn24b-v2preferwi-73387-v3-mkmlizer: ║  Expiration: 2028-03-31 23:59:59                                    ║
chaiml-mn24b-v2preferwi-73387-v3-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-73387-v3-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
chaiml-mn24b-v2preferwi-73387-v3-mkmlizer: Downloaded to shared memory in 56.726s
chaiml-mn24b-v2preferwi-73387-v3-mkmlizer: Checking if ChaiML/mn24b_v2preferwin1syn1_tune11 already exists in ChaiML
chaiml-mn24b-v2preferwi-73387-v3-mkmlizer: quantizing model to /dev/shm/model_cache, profile:q4, folder:/tmp/tmp0h3n0oj4, device:0
chaiml-mn24b-v2preferwi-73387-v3-mkmlizer: Saving flywheel model at /dev/shm/model_cache
chaiml-mn24b-v2preferwi-73387-v3-mkmlizer: quantized model in 288.281s
chaiml-mn24b-v2preferwi-73387-v3-mkmlizer: Processed model ChaiML/mn24b_v2preferwin1syn1_tune11 in 345.008s
chaiml-mn24b-v2preferwi-73387-v3-mkmlizer: creating bucket guanaco-mkml-models
chaiml-mn24b-v2preferwi-73387-v3-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
chaiml-mn24b-v2preferwi-73387-v3-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-73387-v3/nvidia
chaiml-mn24b-v2preferwi-73387-v3-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-73387-v3/nvidia/config.json
chaiml-mn24b-v2preferwi-73387-v3-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-73387-v3/nvidia/special_tokens_map.json
chaiml-mn24b-v2preferwi-73387-v3-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-73387-v3/nvidia/tokenizer_config.json
chaiml-mn24b-v2preferwi-73387-v3-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-73387-v3/nvidia/tokenizer.json
chaiml-mn24b-v2preferwi-73387-v3-mkmlizer: cp /dev/shm/model_cache/flywheel_model.1.safetensors s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-73387-v3/nvidia/flywheel_model.1.safetensors
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Job chaiml-mn24b-v2preferwi-73387-v3-mkmlizer completed after 571.3s with status: succeeded
Stopping job with name chaiml-mn24b-v2preferwi-73387-v3-mkmlizer
Pipeline stage MKMLizer completed in 572.04s
run pipeline stage %s
Running pipeline stage MKMLTemplater
Pipeline stage MKMLTemplater completed in 0.14s
run pipeline stage %s
Running pipeline stage MKMLDeployer
Creating inference service chaiml-mn24b-v2preferwi-73387-v3
Waiting for inference service chaiml-mn24b-v2preferwi-73387-v3 to be ready
Retrying (%r) after connection broken by '%r': %s
Inference service chaiml-mn24b-v2preferwi-73387-v3 ready after 60.274861574172974s
Pipeline stage MKMLDeployer completed in 60.81s
run pipeline stage %s
Running pipeline stage StressChecker
Received healthy response to inference request in 2.369473695755005s
Received healthy response to inference request in 1.6475272178649902s
Received healthy response to inference request in 1.929246425628662s
Received healthy response to inference request in 1.6593787670135498s
Received healthy response to inference request in 1.73292875289917s
5 requests
0 failed requests
5th percentile: 1.649897527694702
10th percentile: 1.652267837524414
20th percentile: 1.657008457183838
30th percentile: 1.6740887641906739
40th percentile: 1.7035087585449218
50th percentile: 1.73292875289917
60th percentile: 1.8114558219909669
70th percentile: 1.8899828910827636
80th percentile: 2.0172918796539308
90th percentile: 2.1933827877044676
95th percentile: 2.2814282417297362
99th percentile: 2.351864604949951
mean time: 1.8677109718322753
Pipeline stage StressChecker completed in 10.74s
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 0.86s
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 1.19s
Shutdown handler de-registered
chaiml-mn24b-v2preferwi_73387_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 2640.08s
Shutdown handler de-registered
chaiml-mn24b-v2preferwi_73387_v3 status is now inactive due to auto deactivation removed underperforming models
chaiml-mn24b-v2preferwi_73387_v3 status is now torndown due to DeploymentManager action