developer_uid: ChaiHarshitSheoran
submission_id: chaiml-mn24b-v2preferwi_71839_v1
model_name: chaiml-mn24b-v2preferwi_71839_v1
model_group: ChaiML/mn24b_v2preferwin
status: torndown
timestamp: 2025-09-18T15:09:10+00:00
num_battles: 5694
num_wins: 3170
celo_rating: 1297.06
family_friendly_score: 0.4968
family_friendly_standard_error: 0.007070922994913747
submission_type: basic
model_repo: ChaiML/mn24b_v2preferwin2_prod_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': 0.2580506924225519, 'latency_mean': 3.8750786447525023, 'latency_p50': 3.7823641300201416, 'latency_p90': 5.712887978553772}, {'batch_size': 3, 'throughput': 1.1164027623530481, 'latency_mean': 2.6809695076942446, 'latency_p50': 2.67911159992218, 'latency_p90': 2.964269423484802}, {'batch_size': 5, 'throughput': 1.2714091129130511, 'latency_mean': 3.927512196302414, 'latency_p50': 3.5178544521331787, 'latency_p90': 6.276231551170348}, {'batch_size': 6, 'throughput': 1.5413612200957356, 'latency_mean': 3.855190931558609, 'latency_p50': 3.877031445503235, 'latency_p90': 4.3723009586334225}, {'batch_size': 8, 'throughput': 1.6922699260957503, 'latency_mean': 4.702744072675705, 'latency_p50': 4.712325930595398, 'latency_p90': 5.4182169198989865}, {'batch_size': 10, 'throughput': 1.78121061728682, 'latency_mean': 5.55699842095375, 'latency_p50': 5.49372923374176, 'latency_p90': 6.355135416984558}]
gpu_counts: {'NVIDIA L40S': 1}
display_name: chaiml-mn24b-v2preferwi_71839_v1
is_internal_developer: False
language_model: ChaiML/mn24b_v2preferwin2_prod_tune8
model_size: 24B
ranking_group: single
throughput_3p7s: 0.27
us_pacific_date: 2025-09-18
win_ratio: 0.5567263786441868
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-71839-v1-mkmlizer
Waiting for job on chaiml-mn24b-v2preferwi-71839-v1-mkmlizer to finish
chaiml-mn24b-v2preferwi-71839-v1-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
chaiml-mn24b-v2preferwi-71839-v1-mkmlizer: ║                                                                     ║
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chaiml-mn24b-v2preferwi-71839-v1-mkmlizer: ║   ░███      ░███   ░███ ░░███    ░███                               ║
chaiml-mn24b-v2preferwi-71839-v1-mkmlizer: ║   █████     █████  █████ ░░████  █████                              ║
chaiml-mn24b-v2preferwi-71839-v1-mkmlizer: ║  ░░░░░     ░░░░░  ░░░░░   ░░░░  ░░░░░                               ║
chaiml-mn24b-v2preferwi-71839-v1-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-71839-v1-mkmlizer: ║  Version: 0.30.2                                                    ║
chaiml-mn24b-v2preferwi-71839-v1-mkmlizer: ║  Features: FLYWHEEL, CUDA                                           ║
chaiml-mn24b-v2preferwi-71839-v1-mkmlizer: ║  Copyright 2023-2025 MK ONE TECHNOLOGIES Inc.                       ║
chaiml-mn24b-v2preferwi-71839-v1-mkmlizer: ║  https://mk1.ai                                                     ║
chaiml-mn24b-v2preferwi-71839-v1-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-71839-v1-mkmlizer: ║  The license key for the current software has been verified as      ║
chaiml-mn24b-v2preferwi-71839-v1-mkmlizer: ║  belonging to:                                                      ║
chaiml-mn24b-v2preferwi-71839-v1-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-71839-v1-mkmlizer: ║  Chai Research Corp.                                                ║
chaiml-mn24b-v2preferwi-71839-v1-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
chaiml-mn24b-v2preferwi-71839-v1-mkmlizer: ║  Expiration: 2028-03-31 23:59:59                                    ║
chaiml-mn24b-v2preferwi-71839-v1-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-71839-v1-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
chaiml-mn24b-v2preferwi-71839-v1-mkmlizer: Downloaded to shared memory in 81.153s
chaiml-mn24b-v2preferwi-71839-v1-mkmlizer: Checking if ChaiML/mn24b_v2preferwin2_prod_tune8 already exists in ChaiML
chaiml-mn24b-v2preferwi-71839-v1-mkmlizer: quantizing model to /dev/shm/model_cache, profile:q4, folder:/tmp/tmpj06f2t_j, device:0
chaiml-mn24b-v2preferwi-71839-v1-mkmlizer: Saving flywheel model at /dev/shm/model_cache
chaiml-mn24b-v2preferwi-71839-v1-mkmlizer: quantized model in 290.108s
chaiml-mn24b-v2preferwi-71839-v1-mkmlizer: Processed model ChaiML/mn24b_v2preferwin2_prod_tune8 in 371.261s
chaiml-mn24b-v2preferwi-71839-v1-mkmlizer: creating bucket guanaco-mkml-models
chaiml-mn24b-v2preferwi-71839-v1-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
chaiml-mn24b-v2preferwi-71839-v1-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-71839-v1/nvidia
chaiml-mn24b-v2preferwi-71839-v1-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-71839-v1/nvidia/config.json
chaiml-mn24b-v2preferwi-71839-v1-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-71839-v1/nvidia/special_tokens_map.json
chaiml-mn24b-v2preferwi-71839-v1-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-71839-v1/nvidia/tokenizer_config.json
chaiml-mn24b-v2preferwi-71839-v1-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-71839-v1/nvidia/tokenizer.json
chaiml-mn24b-v2preferwi-71839-v1-mkmlizer: cp /dev/shm/model_cache/flywheel_model.1.safetensors s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-71839-v1/nvidia/flywheel_model.1.safetensors
chaiml-mn24b-v2preferwi-71839-v1-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-71839-v1/nvidia/flywheel_model.0.safetensors
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Job chaiml-mn24b-v2preferwi-71839-v1-mkmlizer completed after 511.45s with status: succeeded
Stopping job with name chaiml-mn24b-v2preferwi-71839-v1-mkmlizer
Pipeline stage MKMLizer completed in 512.11s
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-71839-v1
Waiting for inference service chaiml-mn24b-v2preferwi-71839-v1 to be ready
Inference service chaiml-mn24b-v2preferwi-71839-v1 ready after 60.40468740463257s
Pipeline stage MKMLDeployer completed in 61.05s
run pipeline stage %s
Running pipeline stage StressChecker
Received healthy response to inference request in 2.0104775428771973s
Received healthy response to inference request in 2.179316282272339s
Received healthy response to inference request in 1.8914000988006592s
Received healthy response to inference request in 1.637341022491455s
Received healthy response to inference request in 1.9647161960601807s
5 requests
0 failed requests
5th percentile: 1.688152837753296
10th percentile: 1.7389646530151368
20th percentile: 1.8405882835388183
30th percentile: 1.9060633182525635
40th percentile: 1.935389757156372
50th percentile: 1.9647161960601807
60th percentile: 1.9830207347869873
70th percentile: 2.001325273513794
80th percentile: 2.0442452907562254
90th percentile: 2.111780786514282
95th percentile: 2.1455485343933107
99th percentile: 2.1725627326965333
mean time: 1.9366502285003662
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 0.68s
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_71839_v1 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 2675.62s
Shutdown handler de-registered
chaiml-mn24b-v2preferwi_71839_v1 status is now inactive due to auto deactivation removed underperforming models
chaiml-mn24b-v2preferwi_71839_v1 status is now torndown due to DeploymentManager action