developer_uid: ChaiHarshitSheoran
submission_id: chaiml-mn24b-v2preferwi_29381_v3
model_name: chaiml-mn24b-v2preferwi_29381_v3
model_group: ChaiML/mn24b_v2preferwin
status: torndown
timestamp: 2025-09-11T21:53:55+00:00
num_battles: 5547
num_wins: 2854
celo_rating: 1271.45
family_friendly_score: 0.5504
family_friendly_standard_error: 0.007035052807193419
submission_type: basic
model_repo: ChaiML/mn24b_v2preferwin1syn1_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': 0.5443330810178503, 'latency_mean': 1.8369840931892396, 'latency_p50': 1.8462857007980347, 'latency_p90': 2.0452322244644163}, {'batch_size': 3, 'throughput': 1.0973561889536927, 'latency_mean': 2.7298798739910124, 'latency_p50': 2.7266992330551147, 'latency_p90': 2.991020345687866}, {'batch_size': 5, 'throughput': 1.4012699082042632, 'latency_mean': 3.5476673579216005, 'latency_p50': 3.559900999069214, 'latency_p90': 4.068577766418457}, {'batch_size': 6, 'throughput': 1.489579593968755, 'latency_mean': 3.9968033981323243, 'latency_p50': 4.002520799636841, 'latency_p90': 4.5474021434783936}, {'batch_size': 8, 'throughput': 1.6222373608465426, 'latency_mean': 4.896792374849319, 'latency_p50': 4.929480791091919, 'latency_p90': 5.494855833053589}, {'batch_size': 10, 'throughput': 1.7195952436704274, 'latency_mean': 5.776734489202499, 'latency_p50': 5.728789806365967, 'latency_p90': 6.719443941116333}]
gpu_counts: {'NVIDIA L40S': 1}
display_name: chaiml-mn24b-v2preferwi_29381_v3
ineligible_reason: num_battles<10000
is_internal_developer: False
language_model: ChaiML/mn24b_v2preferwin1syn1_tune3
model_size: 24B
ranking_group: single
throughput_3p7s: 1.44
us_pacific_date: 2025-09-11
win_ratio: 0.5145123490174869
generation_params: {'temperature': 0.65, 'top_p': 1.0, 'min_p': 0.0, 'top_k': 80, '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-29381-v3-mkmlizer
Waiting for job on chaiml-mn24b-v2preferwi-29381-v3-mkmlizer to finish
chaiml-mn24b-v2preferwi-29381-v3-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
chaiml-mn24b-v2preferwi-29381-v3-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-29381-v3-mkmlizer: ║   ██████   ██████  █████   ████  ████                               ║
chaiml-mn24b-v2preferwi-29381-v3-mkmlizer: ║  ░░██████ ██████  ░░███   ███░  ░░███                               ║
chaiml-mn24b-v2preferwi-29381-v3-mkmlizer: ║   ░███░█████░███   ░███  ███     ░███                               ║
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chaiml-mn24b-v2preferwi-29381-v3-mkmlizer: ║   ░███      ░███   ░███ ░░███    ░███                               ║
chaiml-mn24b-v2preferwi-29381-v3-mkmlizer: ║   █████     █████  █████ ░░████  █████                              ║
chaiml-mn24b-v2preferwi-29381-v3-mkmlizer: ║  ░░░░░     ░░░░░  ░░░░░   ░░░░  ░░░░░                               ║
chaiml-mn24b-v2preferwi-29381-v3-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-29381-v3-mkmlizer: ║  Version: 0.30.2                                                    ║
chaiml-mn24b-v2preferwi-29381-v3-mkmlizer: ║  Features: FLYWHEEL, CUDA                                           ║
chaiml-mn24b-v2preferwi-29381-v3-mkmlizer: ║  Copyright 2023-2025 MK ONE TECHNOLOGIES Inc.                       ║
chaiml-mn24b-v2preferwi-29381-v3-mkmlizer: ║  https://mk1.ai                                                     ║
chaiml-mn24b-v2preferwi-29381-v3-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-29381-v3-mkmlizer: ║  The license key for the current software has been verified as      ║
chaiml-mn24b-v2preferwi-29381-v3-mkmlizer: ║  belonging to:                                                      ║
chaiml-mn24b-v2preferwi-29381-v3-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-29381-v3-mkmlizer: ║  Chai Research Corp.                                                ║
chaiml-mn24b-v2preferwi-29381-v3-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
chaiml-mn24b-v2preferwi-29381-v3-mkmlizer: ║  Expiration: 2028-03-31 23:59:59                                    ║
chaiml-mn24b-v2preferwi-29381-v3-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-29381-v3-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
chaiml-mn24b-v2preferwi-29381-v3-mkmlizer: Downloaded to shared memory in 59.116s
chaiml-mn24b-v2preferwi-29381-v3-mkmlizer: Checking if ChaiML/mn24b_v2preferwin1syn1_tune3 already exists in ChaiML
chaiml-mn24b-v2preferwi-29381-v3-mkmlizer: quantizing model to /dev/shm/model_cache, profile:q4, folder:/tmp/tmpr72vagxz, device:0
chaiml-mn24b-v2preferwi-29381-v3-mkmlizer: Saving flywheel model at /dev/shm/model_cache
Failed to get response for submission chaiml-rirv938-mistral_56339_v14: ('http://guanaco-model-mesh-load-balancer.model-mesh.k2.chaiverse.com/models/chaiml-rirv938-mistral_56339_v14/predict', '{"detail":"1 validation error for RuntimeResponse\\npredictions\\n  Field required [type=missing, input_value={\'detail\': \\"503, message=...ral_56339_v14/predict\'\\"}, input_type=dict]\\n    For further information visit https://errors.pydantic.dev/2.11/v/missing"}')
chaiml-mn24b-v2preferwi-29381-v3-mkmlizer: quantized model in 290.179s
chaiml-mn24b-v2preferwi-29381-v3-mkmlizer: Processed model ChaiML/mn24b_v2preferwin1syn1_tune3 in 349.295s
chaiml-mn24b-v2preferwi-29381-v3-mkmlizer: creating bucket guanaco-mkml-models
chaiml-mn24b-v2preferwi-29381-v3-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
chaiml-mn24b-v2preferwi-29381-v3-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-29381-v3/nvidia
chaiml-mn24b-v2preferwi-29381-v3-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-29381-v3/nvidia/config.json
chaiml-mn24b-v2preferwi-29381-v3-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-29381-v3/nvidia/special_tokens_map.json
chaiml-mn24b-v2preferwi-29381-v3-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-29381-v3/nvidia/tokenizer_config.json
chaiml-mn24b-v2preferwi-29381-v3-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-29381-v3/nvidia/tokenizer.json
chaiml-mn24b-v2preferwi-29381-v3-mkmlizer: cp /dev/shm/model_cache/flywheel_model.1.safetensors s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-29381-v3/nvidia/flywheel_model.1.safetensors
chaiml-mn24b-v2preferwi-29381-v3-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-29381-v3/nvidia/flywheel_model.0.safetensors
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Job chaiml-mn24b-v2preferwi-29381-v3-mkmlizer completed after 428.12s with status: succeeded
Stopping job with name chaiml-mn24b-v2preferwi-29381-v3-mkmlizer
Pipeline stage MKMLizer completed in 428.61s
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-29381-v3
Waiting for inference service chaiml-mn24b-v2preferwi-29381-v3 to be ready
Inference service chaiml-mn24b-v2preferwi-29381-v3 ready after 60.46524381637573s
Pipeline stage MKMLDeployer completed in 61.00s
run pipeline stage %s
Running pipeline stage StressChecker
Received healthy response to inference request in 2.172516345977783s
Received healthy response to inference request in 1.6752126216888428s
Received healthy response to inference request in 1.7628777027130127s
Received healthy response to inference request in 1.9298341274261475s
Received healthy response to inference request in 1.8591179847717285s
5 requests
0 failed requests
5th percentile: 1.6927456378936767
10th percentile: 1.7102786540985107
20th percentile: 1.7453446865081788
30th percentile: 1.782125759124756
40th percentile: 1.820621871948242
50th percentile: 1.8591179847717285
60th percentile: 1.887404441833496
70th percentile: 1.9156908988952637
80th percentile: 1.9783705711364747
90th percentile: 2.075443458557129
95th percentile: 2.123979902267456
99th percentile: 2.1628090572357177
mean time: 1.879911756515503
Pipeline stage StressChecker completed in 10.66s
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 0.64s
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 0.73s
Shutdown handler de-registered
chaiml-mn24b-v2preferwi_29381_v3 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 0.11s
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-29381-v3-profiler
Waiting for inference service chaiml-mn24b-v2preferwi-29381-v3-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 2574.76s
Shutdown handler de-registered
chaiml-mn24b-v2preferwi_29381_v3 status is now inactive due to auto deactivation removed underperforming models
chaiml-mn24b-v2preferwi_29381_v3 status is now torndown due to DeploymentManager action