developer_uid: ChaiHarshitSheoran
submission_id: chaiml-mn24b-v2preferwi_20748_v1
model_name: chaiml-mn24b-v2preferwi_20748_v1
model_group: ChaiML/mn24b_v2preferwin
status: torndown
timestamp: 2025-09-12T11:02:47+00:00
num_battles: 6671
num_wins: 3556
celo_rating: 1274.99
family_friendly_score: 0.5788
family_friendly_standard_error: 0.006982700910106346
submission_type: basic
model_repo: ChaiML/mn24b_v2preferwin1syn1_tune9
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': 0.5518252643565856, 'latency_mean': 1.8120482325553895, 'latency_p50': 1.7924878597259521, 'latency_p90': 2.022302269935608}, {'batch_size': 3, 'throughput': 1.1045536117388652, 'latency_mean': 2.709305305480957, 'latency_p50': 2.7003978490829468, 'latency_p90': 2.9837275743484497}, {'batch_size': 5, 'throughput': 1.405265936499764, 'latency_mean': 3.533080234527588, 'latency_p50': 3.561287760734558, 'latency_p90': 3.988408088684082}, {'batch_size': 6, 'throughput': 1.5184424255804903, 'latency_mean': 3.9385824632644653, 'latency_p50': 3.932811975479126, 'latency_p90': 4.456182289123535}, {'batch_size': 8, 'throughput': 1.6670263589671925, 'latency_mean': 4.7646380805969235, 'latency_p50': 4.756503701210022, 'latency_p90': 5.368945670127869}, {'batch_size': 10, 'throughput': 1.7474833257062854, 'latency_mean': 5.69825882434845, 'latency_p50': 5.671544671058655, 'latency_p90': 6.575895857810973}]
gpu_counts: {'NVIDIA L40S': 1}
display_name: chaiml-mn24b-v2preferwi_20748_v1
is_internal_developer: False
language_model: ChaiML/mn24b_v2preferwin1syn1_tune9
model_size: 24B
ranking_group: single
throughput_3p7s: 1.46
us_pacific_date: 2025-09-12
win_ratio: 0.5330535152151101
generation_params: {'temperature': 0.5, '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-20748-v1-mkmlizer
Waiting for job on chaiml-mn24b-v2preferwi-20748-v1-mkmlizer to finish
chaiml-mn24b-v2preferwi-20748-v1-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
chaiml-mn24b-v2preferwi-20748-v1-mkmlizer: ║                                                                     ║
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chaiml-mn24b-v2preferwi-20748-v1-mkmlizer: ║   ░███      ░███   ░███ ░░███    ░███                               ║
chaiml-mn24b-v2preferwi-20748-v1-mkmlizer: ║   █████     █████  █████ ░░████  █████                              ║
chaiml-mn24b-v2preferwi-20748-v1-mkmlizer: ║  ░░░░░     ░░░░░  ░░░░░   ░░░░  ░░░░░                               ║
chaiml-mn24b-v2preferwi-20748-v1-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-20748-v1-mkmlizer: ║  Version: 0.30.2                                                    ║
chaiml-mn24b-v2preferwi-20748-v1-mkmlizer: ║  Features: FLYWHEEL, CUDA                                           ║
chaiml-mn24b-v2preferwi-20748-v1-mkmlizer: ║  Copyright 2023-2025 MK ONE TECHNOLOGIES Inc.                       ║
chaiml-mn24b-v2preferwi-20748-v1-mkmlizer: ║  https://mk1.ai                                                     ║
chaiml-mn24b-v2preferwi-20748-v1-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-20748-v1-mkmlizer: ║  The license key for the current software has been verified as      ║
chaiml-mn24b-v2preferwi-20748-v1-mkmlizer: ║  belonging to:                                                      ║
chaiml-mn24b-v2preferwi-20748-v1-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-20748-v1-mkmlizer: ║  Chai Research Corp.                                                ║
chaiml-mn24b-v2preferwi-20748-v1-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
chaiml-mn24b-v2preferwi-20748-v1-mkmlizer: ║  Expiration: 2028-03-31 23:59:59                                    ║
chaiml-mn24b-v2preferwi-20748-v1-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-20748-v1-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
chaiml-mn24b-v2preferwi-20748-v1-mkmlizer: Downloaded to shared memory in 65.444s
chaiml-mn24b-v2preferwi-20748-v1-mkmlizer: Checking if ChaiML/mn24b_v2preferwin1syn1_tune9 already exists in ChaiML
chaiml-mn24b-v2preferwi-20748-v1-mkmlizer: quantizing model to /dev/shm/model_cache, profile:q4, folder:/tmp/tmpiecp50hs, device:0
chaiml-mn24b-v2preferwi-20748-v1-mkmlizer: Saving flywheel model at /dev/shm/model_cache
Failed to get response for submission mistralai-mistral-nem_93303_v569: ('http://mistralai-mistral-nem-93303-v569-predictor.tenant-chaiml-guanaco.k2.chaiverse.com/v1/models/GPT-J-6B-lit-v2:predict', '')
chaiml-mn24b-v2preferwi-20748-v1-mkmlizer: quantized model in 290.665s
chaiml-mn24b-v2preferwi-20748-v1-mkmlizer: Processed model ChaiML/mn24b_v2preferwin1syn1_tune9 in 356.110s
chaiml-mn24b-v2preferwi-20748-v1-mkmlizer: creating bucket guanaco-mkml-models
chaiml-mn24b-v2preferwi-20748-v1-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
chaiml-mn24b-v2preferwi-20748-v1-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-20748-v1/nvidia
chaiml-mn24b-v2preferwi-20748-v1-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-20748-v1/nvidia/config.json
chaiml-mn24b-v2preferwi-20748-v1-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-20748-v1/nvidia/special_tokens_map.json
chaiml-mn24b-v2preferwi-20748-v1-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-20748-v1/nvidia/tokenizer_config.json
chaiml-mn24b-v2preferwi-20748-v1-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-20748-v1/nvidia/tokenizer.json
chaiml-mn24b-v2preferwi-20748-v1-mkmlizer: cp /dev/shm/model_cache/flywheel_model.1.safetensors s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-20748-v1/nvidia/flywheel_model.1.safetensors
chaiml-mn24b-v2preferwi-20748-v1-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-20748-v1/nvidia/flywheel_model.0.safetensors
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Job chaiml-mn24b-v2preferwi-20748-v1-mkmlizer completed after 458.36s with status: succeeded
Stopping job with name chaiml-mn24b-v2preferwi-20748-v1-mkmlizer
Pipeline stage MKMLizer completed in 458.88s
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-20748-v1
Waiting for inference service chaiml-mn24b-v2preferwi-20748-v1 to be ready
Inference service chaiml-mn24b-v2preferwi-20748-v1 ready after 30.47963547706604s
Pipeline stage MKMLDeployer completed in 31.08s
run pipeline stage %s
Running pipeline stage StressChecker
Received healthy response to inference request in 2.6851112842559814s
Received healthy response to inference request in 1.878990888595581s
Received healthy response to inference request in 1.667245626449585s
Received healthy response to inference request in 1.4541127681732178s
Received healthy response to inference request in 2.2652547359466553s
5 requests
0 failed requests
5th percentile: 1.4967393398284912
10th percentile: 1.5393659114837646
20th percentile: 1.6246190547943116
30th percentile: 1.7095946788787841
40th percentile: 1.7942927837371827
50th percentile: 1.878990888595581
60th percentile: 2.0334964275360106
70th percentile: 2.1880019664764405
80th percentile: 2.3492260456085208
90th percentile: 2.517168664932251
95th percentile: 2.601139974594116
99th percentile: 2.6683170223236083
mean time: 1.990143060684204
Pipeline stage StressChecker completed in 11.20s
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 0.75s
Shutdown handler de-registered
chaiml-mn24b-v2preferwi_20748_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 0.10s
run pipeline stage %s
Running pipeline stage MKMLProfilerTemplater
Pipeline stage MKMLProfilerTemplater completed in 0.08s
run pipeline stage %s
Running pipeline stage MKMLProfilerDeployer
Creating inference service chaiml-mn24b-v2preferwi-20748-v1-profiler
Waiting for inference service chaiml-mn24b-v2preferwi-20748-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 2581.83s
Shutdown handler de-registered
chaiml-mn24b-v2preferwi_20748_v1 status is now inactive due to auto deactivation removed underperforming models
chaiml-mn24b-v2preferwi_20748_v1 status is now torndown due to DeploymentManager action