developer_uid: ChaiHarshitSheoran
submission_id: chaiml-mn24b-v2preferwi_91731_v4
model_name: chaiml-mn24b-v2preferwi_91731_v4
model_group: ChaiML/mn24b_v2preferwin
status: torndown
timestamp: 2025-09-26T03:43:52+00:00
num_battles: 5445
num_wins: 2655
celo_rating: 1276.55
family_friendly_score: 0.5462
family_friendly_standard_error: 0.007040817566163747
submission_type: basic
model_repo: ChaiML/mn24b_v2preferwin2_qwen_nonl_bo4_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': 0.5488972152070591, 'latency_mean': 1.821708949804306, 'latency_p50': 1.8320437669754028, 'latency_p90': 2.005705404281616}, {'batch_size': 3, 'throughput': 1.1154022856872152, 'latency_mean': 2.6808539128303526, 'latency_p50': 2.6836365461349487, 'latency_p90': 2.9233052253723146}, {'batch_size': 5, 'throughput': 1.4577734908302067, 'latency_mean': 3.4164681673049926, 'latency_p50': 3.4135384559631348, 'latency_p90': 3.9015810966491697}, {'batch_size': 6, 'throughput': 1.5550027658987964, 'latency_mean': 3.82537389755249, 'latency_p50': 3.8102169036865234, 'latency_p90': 4.3563347339630125}, {'batch_size': 8, 'throughput': 1.7292111515118294, 'latency_mean': 4.597336294651032, 'latency_p50': 4.625219225883484, 'latency_p90': 5.187960362434387}, {'batch_size': 10, 'throughput': 1.8151197897533904, 'latency_mean': 5.478853206634522, 'latency_p50': 5.489519953727722, 'latency_p90': 6.312147784233093}]
gpu_counts: {'NVIDIA L40S': 1}
display_name: chaiml-mn24b-v2preferwi_91731_v4
is_internal_developer: False
language_model: ChaiML/mn24b_v2preferwin2_qwen_nonl_bo4_tune8
model_size: 24B
ranking_group: single
throughput_3p7s: 1.54
us_pacific_date: 2025-09-25
win_ratio: 0.48760330578512395
generation_params: {'temperature': 0.75, '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-91731-v4-mkmlizer
Waiting for job on chaiml-mn24b-v2preferwi-91731-v4-mkmlizer to finish
chaiml-mn24b-v2preferwi-91731-v4-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
chaiml-mn24b-v2preferwi-91731-v4-mkmlizer: ║                                                                     ║
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chaiml-mn24b-v2preferwi-91731-v4-mkmlizer: ║   █████     █████  █████ ░░████  █████                              ║
chaiml-mn24b-v2preferwi-91731-v4-mkmlizer: ║  ░░░░░     ░░░░░  ░░░░░   ░░░░  ░░░░░                               ║
chaiml-mn24b-v2preferwi-91731-v4-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-91731-v4-mkmlizer: ║  Version: 0.30.2                                                    ║
chaiml-mn24b-v2preferwi-91731-v4-mkmlizer: ║  Features: FLYWHEEL, CUDA                                           ║
chaiml-mn24b-v2preferwi-91731-v4-mkmlizer: ║  Copyright 2023-2025 MK ONE TECHNOLOGIES Inc.                       ║
chaiml-mn24b-v2preferwi-91731-v4-mkmlizer: ║  https://mk1.ai                                                     ║
chaiml-mn24b-v2preferwi-91731-v4-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-91731-v4-mkmlizer: ║  The license key for the current software has been verified as      ║
chaiml-mn24b-v2preferwi-91731-v4-mkmlizer: ║  belonging to:                                                      ║
chaiml-mn24b-v2preferwi-91731-v4-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-91731-v4-mkmlizer: ║  Chai Research Corp.                                                ║
chaiml-mn24b-v2preferwi-91731-v4-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
chaiml-mn24b-v2preferwi-91731-v4-mkmlizer: ║  Expiration: 2028-03-31 23:59:59                                    ║
chaiml-mn24b-v2preferwi-91731-v4-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-91731-v4-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
chaiml-mn24b-v2preferwi-91731-v4-mkmlizer: Downloaded to shared memory in 68.675s
chaiml-mn24b-v2preferwi-91731-v4-mkmlizer: Checking if ChaiML/mn24b_v2preferwin2_qwen_nonl_bo4_tune8 already exists in ChaiML
chaiml-mn24b-v2preferwi-91731-v4-mkmlizer: quantizing model to /dev/shm/model_cache, profile:q4, folder:/tmp/tmpq30z1j27, device:0
chaiml-mn24b-v2preferwi-91731-v4-mkmlizer: Saving flywheel model at /dev/shm/model_cache
chaiml-mn24b-v2preferwi-91731-v4-mkmlizer: quantized model in 283.760s
chaiml-mn24b-v2preferwi-91731-v4-mkmlizer: Processed model ChaiML/mn24b_v2preferwin2_qwen_nonl_bo4_tune8 in 352.436s
chaiml-mn24b-v2preferwi-91731-v4-mkmlizer: creating bucket guanaco-mkml-models
chaiml-mn24b-v2preferwi-91731-v4-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-91731-v4/nvidia/config.json
chaiml-mn24b-v2preferwi-91731-v4-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-91731-v4/nvidia/special_tokens_map.json
chaiml-mn24b-v2preferwi-91731-v4-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-91731-v4/nvidia/tokenizer_config.json
chaiml-mn24b-v2preferwi-91731-v4-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-91731-v4/nvidia/tokenizer.json
chaiml-mn24b-v2preferwi-91731-v4-mkmlizer: cp /dev/shm/model_cache/flywheel_model.1.safetensors s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-91731-v4/nvidia/flywheel_model.1.safetensors
chaiml-mn24b-v2preferwi-91731-v4-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-91731-v4/nvidia/flywheel_model.0.safetensors
chaiml-mn24b-v2preferwi-91731-v4-mkmlizer: 
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Job chaiml-mn24b-v2preferwi-91731-v4-mkmlizer completed after 458.97s with status: succeeded
Stopping job with name chaiml-mn24b-v2preferwi-91731-v4-mkmlizer
Pipeline stage MKMLizer completed in 460.16s
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-91731-v4
Waiting for inference service chaiml-mn24b-v2preferwi-91731-v4 to be ready
Inference service chaiml-mn24b-v2preferwi-91731-v4 ready after 60.6173198223114s
Pipeline stage MKMLDeployer completed in 61.08s
run pipeline stage %s
Running pipeline stage StressChecker
HTTPConnectionPool(host='guanaco-submitter.guanaco-backend.k2.chaiverse.com', port=80): Read timed out. (read timeout=20)
Received unhealthy response to inference request!
Received healthy response to inference request in 2.219212055206299s
Received healthy response to inference request in 1.9950833320617676s
Received healthy response to inference request in 1.8079719543457031s
Received healthy response to inference request in 1.9526326656341553s
5 requests
1 failed requests
5th percentile: 1.8369040966033936
10th percentile: 1.865836238861084
20th percentile: 1.9237005233764648
30th percentile: 1.9611227989196778
40th percentile: 1.9781030654907226
50th percentile: 1.9950833320617676
60th percentile: 2.08473482131958
70th percentile: 2.1743863105773924
80th percentile: 5.85751934051514
90th percentile: 13.134133911132814
95th percentile: 16.772441196441648
99th percentile: 19.68308702468872
mean time: 5.677129697799683
%s, retrying in %s seconds...
Received healthy response to inference request in 1.8983330726623535s
Received healthy response to inference request in 1.6918935775756836s
Received healthy response to inference request in 1.742934226989746s
Received healthy response to inference request in 1.7702631950378418s
Received healthy response to inference request in 1.9911489486694336s
5 requests
0 failed requests
5th percentile: 1.702101707458496
10th percentile: 1.7123098373413086
20th percentile: 1.7327260971069336
30th percentile: 1.7484000205993653
40th percentile: 1.7593316078186034
50th percentile: 1.7702631950378418
60th percentile: 1.8214911460876464
70th percentile: 1.8727190971374512
80th percentile: 1.9168962478637694
90th percentile: 1.9540225982666015
95th percentile: 1.9725857734680177
99th percentile: 1.9874363136291504
mean time: 1.8189146041870117
Pipeline stage StressChecker completed in 40.39s
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 0.88s
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 0.72s
Shutdown handler de-registered
chaiml-mn24b-v2preferwi_91731_v4 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 0.12s
run pipeline stage %s
Running pipeline stage MKMLProfilerTemplater
Pipeline stage MKMLProfilerTemplater completed in 0.09s
run pipeline stage %s
Running pipeline stage MKMLProfilerDeployer
Creating inference service chaiml-mn24b-v2preferwi-91731-v4-profiler
Waiting for inference service chaiml-mn24b-v2preferwi-91731-v4-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 2924.09s
Shutdown handler de-registered
chaiml-mn24b-v2preferwi_91731_v4 status is now inactive due to auto deactivation removed underperforming models
chaiml-mn24b-v2preferwi_91731_v4 status is now torndown due to DeploymentManager action