developer_uid: ChaiHarshitSheoran
submission_id: chaiml-mn24b-v2preferwi_88311_v1
model_name: chaiml-mn24b-v2preferwi_88311_v1
model_group: ChaiML/mn24b_v2preferwin
status: torndown
timestamp: 2025-09-18T00:44:04+00:00
num_battles: 5748
num_wins: 2942
celo_rating: 1269.93
family_friendly_score: 0.5062
family_friendly_standard_error: 0.007070524167273598
submission_type: basic
model_repo: ChaiML/mn24b_v2preferwin2_prod_tune3
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': 0.5443433841511307, 'latency_mean': 1.8369750440120698, 'latency_p50': 1.8381702899932861, 'latency_p90': 2.0361940383911135}, {'batch_size': 3, 'throughput': 1.1149136877458474, 'latency_mean': 2.675688091516495, 'latency_p50': 2.6747318506240845, 'latency_p90': 2.998300337791443}, {'batch_size': 5, 'throughput': 1.4392318868985454, 'latency_mean': 3.443911280632019, 'latency_p50': 3.4655771255493164, 'latency_p90': 3.8495577335357667}, {'batch_size': 6, 'throughput': 1.5550299514265764, 'latency_mean': 3.8340982615947725, 'latency_p50': 3.812426209449768, 'latency_p90': 4.426391625404358}, {'batch_size': 8, 'throughput': 1.7065321529638626, 'latency_mean': 4.643109596967697, 'latency_p50': 4.640677332878113, 'latency_p90': 5.298166060447692}, {'batch_size': 10, 'throughput': 1.7978432142990204, 'latency_mean': 5.517890436649322, 'latency_p50': 5.549827456474304, 'latency_p90': 6.209480834007263}]
gpu_counts: {'NVIDIA L40S': 1}
display_name: chaiml-mn24b-v2preferwi_88311_v1
is_internal_developer: False
language_model: ChaiML/mn24b_v2preferwin2_prod_tune3
model_size: 24B
ranking_group: single
throughput_3p7s: 1.53
us_pacific_date: 2025-09-17
win_ratio: 0.511830201809325
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-88311-v1-mkmlizer
Waiting for job on chaiml-mn24b-v2preferwi-88311-v1-mkmlizer to finish
chaiml-mn24b-v2preferwi-88311-v1-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
chaiml-mn24b-v2preferwi-88311-v1-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-88311-v1-mkmlizer: ║   ██████   ██████  █████   ████  ████                               ║
chaiml-mn24b-v2preferwi-88311-v1-mkmlizer: ║  ░░██████ ██████  ░░███   ███░  ░░███                               ║
chaiml-mn24b-v2preferwi-88311-v1-mkmlizer: ║   ░███░█████░███   ░███  ███     ░███                               ║
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chaiml-mn24b-v2preferwi-88311-v1-mkmlizer: ║   ░███      ░███   ░███ ░░███    ░███                               ║
chaiml-mn24b-v2preferwi-88311-v1-mkmlizer: ║   █████     █████  █████ ░░████  █████                              ║
chaiml-mn24b-v2preferwi-88311-v1-mkmlizer: ║  ░░░░░     ░░░░░  ░░░░░   ░░░░  ░░░░░                               ║
chaiml-mn24b-v2preferwi-88311-v1-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-88311-v1-mkmlizer: ║  Version: 0.30.2                                                    ║
chaiml-mn24b-v2preferwi-88311-v1-mkmlizer: ║  Features: FLYWHEEL, CUDA                                           ║
chaiml-mn24b-v2preferwi-88311-v1-mkmlizer: ║  Copyright 2023-2025 MK ONE TECHNOLOGIES Inc.                       ║
chaiml-mn24b-v2preferwi-88311-v1-mkmlizer: ║  https://mk1.ai                                                     ║
chaiml-mn24b-v2preferwi-88311-v1-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-88311-v1-mkmlizer: ║  The license key for the current software has been verified as      ║
chaiml-mn24b-v2preferwi-88311-v1-mkmlizer: ║  belonging to:                                                      ║
chaiml-mn24b-v2preferwi-88311-v1-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-88311-v1-mkmlizer: ║  Chai Research Corp.                                                ║
chaiml-mn24b-v2preferwi-88311-v1-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
chaiml-mn24b-v2preferwi-88311-v1-mkmlizer: ║  Expiration: 2028-03-31 23:59:59                                    ║
chaiml-mn24b-v2preferwi-88311-v1-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-88311-v1-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
chaiml-mn24b-v2preferwi-88311-v1-mkmlizer: Downloaded to shared memory in 65.601s
chaiml-mn24b-v2preferwi-88311-v1-mkmlizer: Checking if ChaiML/mn24b_v2preferwin2_prod_tune3 already exists in ChaiML
chaiml-mn24b-v2preferwi-88311-v1-mkmlizer: quantizing model to /dev/shm/model_cache, profile:q4, folder:/tmp/tmp5xkmrmcf, device:0
chaiml-mn24b-v2preferwi-88311-v1-mkmlizer: Saving flywheel model at /dev/shm/model_cache
Failed to get response for submission blend_hemen_2025-09-02: ('http://guanaco-model-mesh-load-balancer.model-mesh.k2.chaiverse.com/models/chaiml-exp-grpo-cp312-_36146_v23/predict', '{"detail":"1 validation error for RuntimeResponse\\npredictions\\n  Field required [type=missing, input_value={\'detail\': \\"503, message=...12-_36146_v23/predict\'\\"}, input_type=dict]\\n    For further information visit https://errors.pydantic.dev/2.11/v/missing"}')
chaiml-mn24b-v2preferwi-88311-v1-mkmlizer: quantized model in 288.786s
chaiml-mn24b-v2preferwi-88311-v1-mkmlizer: Processed model ChaiML/mn24b_v2preferwin2_prod_tune3 in 354.388s
chaiml-mn24b-v2preferwi-88311-v1-mkmlizer: creating bucket guanaco-mkml-models
chaiml-mn24b-v2preferwi-88311-v1-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
chaiml-mn24b-v2preferwi-88311-v1-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-88311-v1/nvidia
chaiml-mn24b-v2preferwi-88311-v1-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-88311-v1/nvidia/config.json
chaiml-mn24b-v2preferwi-88311-v1-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-88311-v1/nvidia/special_tokens_map.json
chaiml-mn24b-v2preferwi-88311-v1-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-88311-v1/nvidia/tokenizer_config.json
chaiml-mn24b-v2preferwi-88311-v1-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-88311-v1/nvidia/tokenizer.json
chaiml-mn24b-v2preferwi-88311-v1-mkmlizer: cp /dev/shm/model_cache/flywheel_model.1.safetensors s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-88311-v1/nvidia/flywheel_model.1.safetensors
chaiml-mn24b-v2preferwi-88311-v1-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-88311-v1/nvidia/flywheel_model.0.safetensors
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Job chaiml-mn24b-v2preferwi-88311-v1-mkmlizer completed after 459.08s with status: succeeded
Stopping job with name chaiml-mn24b-v2preferwi-88311-v1-mkmlizer
Pipeline stage MKMLizer completed in 459.63s
run pipeline stage %s
Running pipeline stage MKMLTemplater
Pipeline stage MKMLTemplater completed in 0.15s
run pipeline stage %s
Running pipeline stage MKMLDeployer
Creating inference service chaiml-mn24b-v2preferwi-88311-v1
Waiting for inference service chaiml-mn24b-v2preferwi-88311-v1 to be ready
Inference service chaiml-mn24b-v2preferwi-88311-v1 ready after 50.27735877037048s
Pipeline stage MKMLDeployer completed in 50.79s
run pipeline stage %s
Running pipeline stage StressChecker
Received healthy response to inference request in 2.346635103225708s
Received healthy response to inference request in 1.690070629119873s
Received healthy response to inference request in 1.7731294631958008s
Received healthy response to inference request in 1.7300148010253906s
Received healthy response to inference request in 1.636293888092041s
5 requests
0 failed requests
5th percentile: 1.6470492362976075
10th percentile: 1.657804584503174
20th percentile: 1.6793152809143066
30th percentile: 1.6980594635009765
40th percentile: 1.7140371322631835
50th percentile: 1.7300148010253906
60th percentile: 1.7472606658935548
70th percentile: 1.7645065307617187
80th percentile: 1.8878305912017823
90th percentile: 2.117232847213745
95th percentile: 2.2319339752197265
99th percentile: 2.323694877624512
mean time: 1.8352287769317628
Pipeline stage StressChecker completed in 10.78s
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 0.92s
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 0.65s
Shutdown handler de-registered
chaiml-mn24b-v2preferwi_88311_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 0.13s
run pipeline stage %s
Running pipeline stage MKMLProfilerTemplater
Pipeline stage MKMLProfilerTemplater completed in 0.11s
run pipeline stage %s
Running pipeline stage MKMLProfilerDeployer
Creating inference service chaiml-mn24b-v2preferwi-88311-v1-profiler
Waiting for inference service chaiml-mn24b-v2preferwi-88311-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 2648.19s
Shutdown handler de-registered
chaiml-mn24b-v2preferwi_88311_v1 status is now inactive due to auto deactivation removed underperforming models
chaiml-mn24b-v2preferwi_88311_v1 status is now torndown due to DeploymentManager action