developer_uid: ChaiHarshitSheoran
submission_id: chaiml-mn24b-v2preferwi_92877_v6
model_name: chaiml-mn24b-v2preferwi_92877_v6
model_group: ChaiML/mn24b_v2preferwin
status: torndown
timestamp: 2025-09-27T07:10:02+00:00
num_battles: 5987
num_wins: 2964
celo_rating: 1278.72
family_friendly_score: 0.0
family_friendly_standard_error: 0.0
submission_type: basic
model_repo: ChaiML/mn24b_v2preferwin2_qwen_nonl_bo64_tune1
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': 0.5533823586958451, 'latency_mean': 1.806974390745163, 'latency_p50': 1.8044482469558716, 'latency_p90': 2.0082608222961427}, {'batch_size': 3, 'throughput': 1.122367224271978, 'latency_mean': 2.6592460191249847, 'latency_p50': 2.6629486083984375, 'latency_p90': 2.915990924835205}, {'batch_size': 5, 'throughput': 1.453659584861413, 'latency_mean': 3.416023139953613, 'latency_p50': 3.4225624799728394, 'latency_p90': 3.7959661722183227}, {'batch_size': 6, 'throughput': 1.5677537899200673, 'latency_mean': 3.806317149400711, 'latency_p50': 3.8150752782821655, 'latency_p90': 4.2047665357589725}, {'batch_size': 8, 'throughput': 1.7350016990843067, 'latency_mean': 4.5813771092891695, 'latency_p50': 4.588985443115234, 'latency_p90': 5.205901575088501}, {'batch_size': 10, 'throughput': 1.834690870816275, 'latency_mean': 5.398182828426361, 'latency_p50': 5.41922652721405, 'latency_p90': 6.177132105827331}]
gpu_counts: {'NVIDIA L40S': 1}
display_name: chaiml-mn24b-v2preferwi_92877_v6
is_internal_developer: False
language_model: ChaiML/mn24b_v2preferwin2_qwen_nonl_bo64_tune1
model_size: 24B
ranking_group: single
throughput_3p7s: 1.55
us_pacific_date: 2025-09-27
win_ratio: 0.4950726574244196
generation_params: {'temperature': 0.8, '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-92877-v6-mkmlizer
Waiting for job on chaiml-mn24b-v2preferwi-92877-v6-mkmlizer to finish
chaiml-mn24b-v2preferwi-92877-v6-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
chaiml-mn24b-v2preferwi-92877-v6-mkmlizer: ║                                                                     ║
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chaiml-mn24b-v2preferwi-92877-v6-mkmlizer: ║  ░░██████ ██████  ░░███   ███░  ░░███                               ║
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chaiml-mn24b-v2preferwi-92877-v6-mkmlizer: ║   █████     █████  █████ ░░████  █████                              ║
chaiml-mn24b-v2preferwi-92877-v6-mkmlizer: ║  ░░░░░     ░░░░░  ░░░░░   ░░░░  ░░░░░                               ║
chaiml-mn24b-v2preferwi-92877-v6-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-92877-v6-mkmlizer: ║  Version: 0.30.2                                                    ║
chaiml-mn24b-v2preferwi-92877-v6-mkmlizer: ║  Features: FLYWHEEL, CUDA                                           ║
chaiml-mn24b-v2preferwi-92877-v6-mkmlizer: ║  Copyright 2023-2025 MK ONE TECHNOLOGIES Inc.                       ║
chaiml-mn24b-v2preferwi-92877-v6-mkmlizer: ║  https://mk1.ai                                                     ║
chaiml-mn24b-v2preferwi-92877-v6-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-92877-v6-mkmlizer: ║  The license key for the current software has been verified as      ║
chaiml-mn24b-v2preferwi-92877-v6-mkmlizer: ║  belonging to:                                                      ║
chaiml-mn24b-v2preferwi-92877-v6-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-92877-v6-mkmlizer: ║  Chai Research Corp.                                                ║
chaiml-mn24b-v2preferwi-92877-v6-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
chaiml-mn24b-v2preferwi-92877-v6-mkmlizer: ║  Expiration: 2028-03-31 23:59:59                                    ║
chaiml-mn24b-v2preferwi-92877-v6-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-92877-v6-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
chaiml-mn24b-v2preferwi-92877-v6-mkmlizer: Downloaded to shared memory in 157.583s
chaiml-mn24b-v2preferwi-92877-v6-mkmlizer: Checking if ChaiML/mn24b_v2preferwin2_qwen_nonl_bo64_tune1 already exists in ChaiML
chaiml-mn24b-v2preferwi-92877-v6-mkmlizer: quantizing model to /dev/shm/model_cache, profile:q4, folder:/tmp/tmp2xj1xgbv, device:0
chaiml-mn24b-v2preferwi-92877-v6-mkmlizer: Saving flywheel model at /dev/shm/model_cache
Failed to get response for submission chaiml-grpo-nis-cs-gudu_93481_v7: ('http://guanaco-model-mesh-load-balancer.model-mesh.k2.chaiverse.com/models/chaiml-grpo-nis-cs-gudu_93481_v7/predict', '{"detail":"1 validation error for RuntimeResponse\\npredictions\\n  Field required [type=missing, input_value={\'detail\': \\"503, message=...gudu_93481_v7/predict\'\\"}, input_type=dict]\\n    For further information visit https://errors.pydantic.dev/2.11/v/missing"}')
chaiml-mn24b-v2preferwi-92877-v6-mkmlizer: quantized model in 285.983s
chaiml-mn24b-v2preferwi-92877-v6-mkmlizer: Processed model ChaiML/mn24b_v2preferwin2_qwen_nonl_bo64_tune1 in 443.567s
chaiml-mn24b-v2preferwi-92877-v6-mkmlizer: creating bucket guanaco-mkml-models
chaiml-mn24b-v2preferwi-92877-v6-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
chaiml-mn24b-v2preferwi-92877-v6-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-92877-v6/nvidia
chaiml-mn24b-v2preferwi-92877-v6-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-92877-v6/nvidia/config.json
chaiml-mn24b-v2preferwi-92877-v6-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-92877-v6/nvidia/special_tokens_map.json
chaiml-mn24b-v2preferwi-92877-v6-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-92877-v6/nvidia/tokenizer_config.json
chaiml-mn24b-v2preferwi-92877-v6-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-92877-v6/nvidia/tokenizer.json
chaiml-mn24b-v2preferwi-92877-v6-mkmlizer: cp /dev/shm/model_cache/flywheel_model.1.safetensors s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-92877-v6/nvidia/flywheel_model.1.safetensors
chaiml-mn24b-v2preferwi-92877-v6-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-92877-v6/nvidia/flywheel_model.0.safetensors
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Job chaiml-mn24b-v2preferwi-92877-v6-mkmlizer completed after 549.26s with status: succeeded
Stopping job with name chaiml-mn24b-v2preferwi-92877-v6-mkmlizer
Pipeline stage MKMLizer completed in 549.72s
run pipeline stage %s
Running pipeline stage MKMLTemplater
Pipeline stage MKMLTemplater completed in 0.14s
run pipeline stage %s
Running pipeline stage MKMLDeployer
Creating inference service chaiml-mn24b-v2preferwi-92877-v6
Waiting for inference service chaiml-mn24b-v2preferwi-92877-v6 to be ready
Inference service chaiml-mn24b-v2preferwi-92877-v6 ready after 60.235230445861816s
Pipeline stage MKMLDeployer completed in 65.33s
run pipeline stage %s
Running pipeline stage StressChecker
Received healthy response to inference request in 2.917036771774292s
Received healthy response to inference request in 2.090252161026001s
Received healthy response to inference request in 2.142305374145508s
Received healthy response to inference request in 2.6991004943847656s
Received healthy response to inference request in 2.331019639968872s
5 requests
0 failed requests
5th percentile: 2.1006628036499024
10th percentile: 2.111073446273804
20th percentile: 2.1318947315216064
30th percentile: 2.1800482273101807
40th percentile: 2.2555339336395264
50th percentile: 2.331019639968872
60th percentile: 2.4782519817352293
70th percentile: 2.625484323501587
80th percentile: 2.7426877498626707
90th percentile: 2.8298622608184814
95th percentile: 2.873449516296387
99th percentile: 2.908319320678711
mean time: 2.4359428882598877
Pipeline stage StressChecker completed in 15.74s
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 0.67s
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 0.61s
Shutdown handler de-registered
chaiml-mn24b-v2preferwi_92877_v6 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-92877-v6-profiler
Waiting for inference service chaiml-mn24b-v2preferwi-92877-v6-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
%s, retrying in %s seconds...
Evaluating %s Family Friendly Score with %s threads
%s, retrying in %s seconds...
Evaluating %s Family Friendly Score with %s threads
clean up pipeline due to error=DeploymentChecksError('None: None')
Shutdown handler de-registered
Shutdown handler registered
run pipeline %s
run pipeline stage %s
Running pipeline stage OfflineFamilyFriendlyScorer
Evaluating %s Family Friendly Score with %s threads
%s, retrying in %s seconds...
Evaluating %s Family Friendly Score with %s threads
%s, retrying in %s seconds...
Evaluating %s Family Friendly Score with %s threads
clean up pipeline due to error=DeploymentChecksError('None: None')
Shutdown handler de-registered
Shutdown handler registered
run pipeline %s
run pipeline stage %s
Running pipeline stage OfflineFamilyFriendlyScorer
Evaluating %s Family Friendly Score with %s threads
%s, retrying in %s seconds...
Evaluating %s Family Friendly Score with %s threads
%s, retrying in %s seconds...
Evaluating %s Family Friendly Score with %s threads
clean up pipeline due to error=DeploymentChecksError('None: None')
Shutdown handler de-registered
chaiml-mn24b-v2preferwi_92877_v6 status is now inactive due to auto deactivation removed underperforming models
chaiml-mn24b-v2preferwi_92877_v6 status is now torndown due to DeploymentManager action