developer_uid: ChaiHarshitSheoran
submission_id: chaiml-mn24b-v2preferwi_3050_v10
model_name: chaiml-mn24b-v2preferwi_3050_v10
model_group: ChaiML/mn24b_v2preferwin
status: torndown
timestamp: 2025-09-13T19:20:07+00:00
num_battles: 6284
num_wins: 3341
celo_rating: 1279.01
family_friendly_score: 0.5880000000000001
family_friendly_standard_error: 0.00696068962100739
submission_type: basic
model_repo: ChaiML/mn24b_v2preferwin1syn1_tune16
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': 0.5401288391813379, 'latency_mean': 1.851285946369171, 'latency_p50': 1.8708233833312988, 'latency_p90': 2.031236505508423}, {'batch_size': 3, 'throughput': 1.112858417766219, 'latency_mean': 2.678861870765686, 'latency_p50': 2.6592164039611816, 'latency_p90': 2.9939760684967043}, {'batch_size': 5, 'throughput': 1.4421405885897123, 'latency_mean': 3.4448823308944703, 'latency_p50': 3.4395642280578613, 'latency_p90': 3.892443227767944}, {'batch_size': 6, 'throughput': 1.5398290013503109, 'latency_mean': 3.865124257802963, 'latency_p50': 3.8878034353256226, 'latency_p90': 4.376501131057739}, {'batch_size': 8, 'throughput': 1.6844544249769924, 'latency_mean': 4.717210326194763, 'latency_p50': 4.756971597671509, 'latency_p90': 5.380129051208496}, {'batch_size': 10, 'throughput': 1.7796959874981897, 'latency_mean': 5.560215731859207, 'latency_p50': 5.602640390396118, 'latency_p90': 6.2501739978790285}]
gpu_counts: {'NVIDIA L40S': 1}
display_name: chaiml-mn24b-v2preferwi_3050_v10
is_internal_developer: False
language_model: ChaiML/mn24b_v2preferwin1syn1_tune16
model_size: 24B
ranking_group: single
throughput_3p7s: 1.52
us_pacific_date: 2025-09-13
win_ratio: 0.5316677275620624
generation_params: {'temperature': 0.75, 'top_p': 0.95, 'min_p': 0.05, 'top_k': 40, 'presence_penalty': 0.25, 'frequency_penalty': 0.25, '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-3050-v10-mkmlizer
Waiting for job on chaiml-mn24b-v2preferwi-3050-v10-mkmlizer to finish
chaiml-mn24b-v2preferwi-3050-v10-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
chaiml-mn24b-v2preferwi-3050-v10-mkmlizer: ║                                                                     ║
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chaiml-mn24b-v2preferwi-3050-v10-mkmlizer: ║   ░███░█████░███   ░███  ███     ░███                               ║
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chaiml-mn24b-v2preferwi-3050-v10-mkmlizer: ║   ░███      ░███   ░███ ░░███    ░███                               ║
chaiml-mn24b-v2preferwi-3050-v10-mkmlizer: ║   █████     █████  █████ ░░████  █████                              ║
chaiml-mn24b-v2preferwi-3050-v10-mkmlizer: ║  ░░░░░     ░░░░░  ░░░░░   ░░░░  ░░░░░                               ║
chaiml-mn24b-v2preferwi-3050-v10-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-3050-v10-mkmlizer: ║  Version: 0.30.2                                                    ║
chaiml-mn24b-v2preferwi-3050-v10-mkmlizer: ║  Features: FLYWHEEL, CUDA                                           ║
chaiml-mn24b-v2preferwi-3050-v10-mkmlizer: ║  Copyright 2023-2025 MK ONE TECHNOLOGIES Inc.                       ║
chaiml-mn24b-v2preferwi-3050-v10-mkmlizer: ║  https://mk1.ai                                                     ║
chaiml-mn24b-v2preferwi-3050-v10-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-3050-v10-mkmlizer: ║  The license key for the current software has been verified as      ║
chaiml-mn24b-v2preferwi-3050-v10-mkmlizer: ║  belonging to:                                                      ║
chaiml-mn24b-v2preferwi-3050-v10-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-3050-v10-mkmlizer: ║  Chai Research Corp.                                                ║
chaiml-mn24b-v2preferwi-3050-v10-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
chaiml-mn24b-v2preferwi-3050-v10-mkmlizer: ║  Expiration: 2028-03-31 23:59:59                                    ║
chaiml-mn24b-v2preferwi-3050-v10-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-3050-v10-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
chaiml-mn24b-v2preferwi-3050-v10-mkmlizer: Downloaded to shared memory in 51.255s
chaiml-mn24b-v2preferwi-3050-v10-mkmlizer: Checking if ChaiML/mn24b_v2preferwin1syn1_tune16 already exists in ChaiML
chaiml-mn24b-v2preferwi-3050-v10-mkmlizer: quantizing model to /dev/shm/model_cache, profile:q4, folder:/tmp/tmpmmeedu9w, device:0
chaiml-mn24b-v2preferwi-3050-v10-mkmlizer: Saving flywheel model at /dev/shm/model_cache
chaiml-mn24b-v2preferwi-3050-v10-mkmlizer: quantized model in 287.276s
chaiml-mn24b-v2preferwi-3050-v10-mkmlizer: Processed model ChaiML/mn24b_v2preferwin1syn1_tune16 in 338.531s
chaiml-mn24b-v2preferwi-3050-v10-mkmlizer: creating bucket guanaco-mkml-models
chaiml-mn24b-v2preferwi-3050-v10-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
chaiml-mn24b-v2preferwi-3050-v10-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-3050-v10/nvidia
chaiml-mn24b-v2preferwi-3050-v10-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-3050-v10/nvidia/special_tokens_map.json
chaiml-mn24b-v2preferwi-3050-v10-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-3050-v10/nvidia/config.json
chaiml-mn24b-v2preferwi-3050-v10-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-3050-v10/nvidia/tokenizer_config.json
chaiml-mn24b-v2preferwi-3050-v10-mkmlizer: cp /dev/shm/model_cache/flywheel_model.1.safetensors s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-3050-v10/nvidia/flywheel_model.1.safetensors
chaiml-mn24b-v2preferwi-3050-v10-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-3050-v10/nvidia/flywheel_model.0.safetensors
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Job chaiml-mn24b-v2preferwi-3050-v10-mkmlizer completed after 427.48s with status: succeeded
Stopping job with name chaiml-mn24b-v2preferwi-3050-v10-mkmlizer
Pipeline stage MKMLizer completed in 428.05s
run pipeline stage %s
Running pipeline stage MKMLTemplater
Pipeline stage MKMLTemplater completed in 0.16s
run pipeline stage %s
Running pipeline stage MKMLDeployer
Creating inference service chaiml-mn24b-v2preferwi-3050-v10
Waiting for inference service chaiml-mn24b-v2preferwi-3050-v10 to be ready
Inference service chaiml-mn24b-v2preferwi-3050-v10 ready after 60.359410762786865s
Pipeline stage MKMLDeployer completed in 61.33s
run pipeline stage %s
Running pipeline stage StressChecker
Received healthy response to inference request in 2.5766799449920654s
Received healthy response to inference request in 2.1929728984832764s
Received healthy response to inference request in 2.1313791275024414s
Received healthy response to inference request in 1.7030465602874756s
Received healthy response to inference request in 1.9022691249847412s
5 requests
0 failed requests
5th percentile: 1.7428910732269287
10th percentile: 1.7827355861663818
20th percentile: 1.862424612045288
30th percentile: 1.9480911254882813
40th percentile: 2.039735126495361
50th percentile: 2.1313791275024414
60th percentile: 2.156016635894775
70th percentile: 2.1806541442871095
80th percentile: 2.2697143077850344
90th percentile: 2.42319712638855
95th percentile: 2.4999385356903074
99th percentile: 2.561331663131714
mean time: 2.10126953125
Pipeline stage StressChecker completed in 11.83s
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 0.73s
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 1.01s
Shutdown handler de-registered
chaiml-mn24b-v2preferwi_3050_v10 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-3050-v10-profiler
Waiting for inference service chaiml-mn24b-v2preferwi-3050-v10-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 2755.26s
Shutdown handler de-registered
chaiml-mn24b-v2preferwi_3050_v10 status is now inactive due to auto deactivation removed underperforming models
chaiml-mn24b-v2preferwi_3050_v10 status is now torndown due to DeploymentManager action