developer_uid: ChaiHarshitSheoran
submission_id: chaiml-mn24b-v2preferwi_76437_v2
model_name: chaiml-mn24b-v2preferwi_76437_v2
model_group: ChaiML/mn24b_v2preferwin
status: torndown
timestamp: 2025-09-27T19:41:37+00:00
num_battles: 6369
num_wins: 3172
celo_rating: 1284.0
family_friendly_score: 0.5227999999999999
family_friendly_standard_error: 0.007063712338423756
submission_type: basic
model_repo: ChaiML/mn24b_v2preferwin2_qwen_nonl_bo64_tune2
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': 0.5497507534198244, 'latency_mean': 1.8189065611362458, 'latency_p50': 1.8223299980163574, 'latency_p90': 2.016773056983948}, {'batch_size': 3, 'throughput': 1.1127194144404493, 'latency_mean': 2.6890083134174345, 'latency_p50': 2.695827603340149, 'latency_p90': 2.9725144147872924}, {'batch_size': 5, 'throughput': 1.4211890853392246, 'latency_mean': 3.4955116295814515, 'latency_p50': 3.489967465400696, 'latency_p90': 3.898735690116882}, {'batch_size': 6, 'throughput': 1.5548777120318251, 'latency_mean': 3.847676672935486, 'latency_p50': 3.8034642934799194, 'latency_p90': 4.332672452926635}, {'batch_size': 8, 'throughput': 1.6795032876266525, 'latency_mean': 4.71977535367012, 'latency_p50': 4.760339260101318, 'latency_p90': 5.3701657295227045}, {'batch_size': 10, 'throughput': 1.775110630597261, 'latency_mean': 5.581346822977066, 'latency_p50': 5.621890664100647, 'latency_p90': 6.348997402191162}]
gpu_counts: {'NVIDIA L40S': 1}
display_name: chaiml-mn24b-v2preferwi_76437_v2
is_internal_developer: False
language_model: ChaiML/mn24b_v2preferwin2_qwen_nonl_bo64_tune2
model_size: 24B
ranking_group: single
throughput_3p7s: 1.51
us_pacific_date: 2025-09-27
win_ratio: 0.49803736850368974
generation_params: {'temperature': 0.65, '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-76437-v2-mkmlizer
Waiting for job on chaiml-mn24b-v2preferwi-76437-v2-mkmlizer to finish
chaiml-mn24b-v2preferwi-76437-v2-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
chaiml-mn24b-v2preferwi-76437-v2-mkmlizer: ║                                                                     ║
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chaiml-mn24b-v2preferwi-76437-v2-mkmlizer: ║   █████     █████  █████ ░░████  █████                              ║
chaiml-mn24b-v2preferwi-76437-v2-mkmlizer: ║  ░░░░░     ░░░░░  ░░░░░   ░░░░  ░░░░░                               ║
chaiml-mn24b-v2preferwi-76437-v2-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-76437-v2-mkmlizer: ║  Version: 0.30.2                                                    ║
chaiml-mn24b-v2preferwi-76437-v2-mkmlizer: ║  Features: FLYWHEEL, CUDA                                           ║
chaiml-mn24b-v2preferwi-76437-v2-mkmlizer: ║  Copyright 2023-2025 MK ONE TECHNOLOGIES Inc.                       ║
chaiml-mn24b-v2preferwi-76437-v2-mkmlizer: ║  https://mk1.ai                                                     ║
chaiml-mn24b-v2preferwi-76437-v2-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-76437-v2-mkmlizer: ║  The license key for the current software has been verified as      ║
chaiml-mn24b-v2preferwi-76437-v2-mkmlizer: ║  belonging to:                                                      ║
chaiml-mn24b-v2preferwi-76437-v2-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-76437-v2-mkmlizer: ║  Chai Research Corp.                                                ║
chaiml-mn24b-v2preferwi-76437-v2-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
chaiml-mn24b-v2preferwi-76437-v2-mkmlizer: ║  Expiration: 2028-03-31 23:59:59                                    ║
chaiml-mn24b-v2preferwi-76437-v2-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-76437-v2-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
chaiml-mn24b-v2preferwi-76437-v2-mkmlizer: Downloaded to shared memory in 102.873s
chaiml-mn24b-v2preferwi-76437-v2-mkmlizer: Checking if ChaiML/mn24b_v2preferwin2_qwen_nonl_bo64_tune2 already exists in ChaiML
chaiml-mn24b-v2preferwi-76437-v2-mkmlizer: quantizing model to /dev/shm/model_cache, profile:q4, folder:/tmp/tmp2zhnpayy, device:0
chaiml-mn24b-v2preferwi-76437-v2-mkmlizer: Saving flywheel model at /dev/shm/model_cache
Failed to get response for submission mistralai-mistral-nem_93303_v569: ('http://mistralai-mistral-nem-93303-v569-predictor.tenant-chaiml-guanaco.k2.chaiverse.com/v1/models/GPT-J-6B-lit-v2:predict', '')
Failed to get response for submission chaiml-0925-tl-zl-dummy_22961_v2: HTTPConnectionPool(host='chaiml-0925-tl-zl-dummy-22961-v2-predictor.creator-studio.kchai-coreweave-us-east-04a.chaiverse.com', port=80): Read timed out. (read timeout=12.0)
chaiml-mn24b-v2preferwi-76437-v2-mkmlizer: quantized model in 284.840s
chaiml-mn24b-v2preferwi-76437-v2-mkmlizer: Processed model ChaiML/mn24b_v2preferwin2_qwen_nonl_bo64_tune2 in 387.714s
chaiml-mn24b-v2preferwi-76437-v2-mkmlizer: creating bucket guanaco-mkml-models
chaiml-mn24b-v2preferwi-76437-v2-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
chaiml-mn24b-v2preferwi-76437-v2-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-76437-v2/nvidia
chaiml-mn24b-v2preferwi-76437-v2-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-76437-v2/nvidia/config.json
chaiml-mn24b-v2preferwi-76437-v2-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-76437-v2/nvidia/special_tokens_map.json
chaiml-mn24b-v2preferwi-76437-v2-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-76437-v2/nvidia/tokenizer_config.json
chaiml-mn24b-v2preferwi-76437-v2-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-76437-v2/nvidia/tokenizer.json
chaiml-mn24b-v2preferwi-76437-v2-mkmlizer: cp /dev/shm/model_cache/flywheel_model.1.safetensors s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-76437-v2/nvidia/flywheel_model.1.safetensors
chaiml-mn24b-v2preferwi-76437-v2-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-76437-v2/nvidia/flywheel_model.0.safetensors
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Job chaiml-mn24b-v2preferwi-76437-v2-mkmlizer completed after 510.06s with status: succeeded
Stopping job with name chaiml-mn24b-v2preferwi-76437-v2-mkmlizer
Pipeline stage MKMLizer completed in 510.54s
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-76437-v2
Waiting for inference service chaiml-mn24b-v2preferwi-76437-v2 to be ready
Failed to get response for submission mistralai-mistral-nem_93303_v569: ('http://mistralai-mistral-nem-93303-v569-predictor.tenant-chaiml-guanaco.k2.chaiverse.com/v1/models/GPT-J-6B-lit-v2:predict', '')
Inference service chaiml-mn24b-v2preferwi-76437-v2 ready after 60.23961925506592s
Pipeline stage MKMLDeployer completed in 60.73s
run pipeline stage %s
Running pipeline stage StressChecker
Received healthy response to inference request in 2.4513742923736572s
Received healthy response to inference request in 1.6884360313415527s
Received healthy response to inference request in 1.5524699687957764s
Received healthy response to inference request in 1.964440107345581s
Received healthy response to inference request in 1.6453440189361572s
5 requests
0 failed requests
5th percentile: 1.5710447788238526
10th percentile: 1.5896195888519287
20th percentile: 1.626769208908081
30th percentile: 1.6539624214172364
40th percentile: 1.6711992263793944
50th percentile: 1.6884360313415527
60th percentile: 1.798837661743164
70th percentile: 1.9092392921447754
80th percentile: 2.0618269443511963
90th percentile: 2.2566006183624268
95th percentile: 2.353987455368042
99th percentile: 2.431896924972534
mean time: 1.860412883758545
Pipeline stage StressChecker completed in 11.81s
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 0.69s
Shutdown handler de-registered
chaiml-mn24b-v2preferwi_76437_v2 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 0.09s
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-76437-v2-profiler
Waiting for inference service chaiml-mn24b-v2preferwi-76437-v2-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
Pipeline stage OfflineFamilyFriendlyScorer completed in 3068.26s
Shutdown handler de-registered
chaiml-mn24b-v2preferwi_76437_v2 status is now inactive due to auto deactivation removed underperforming models
chaiml-mn24b-v2preferwi_76437_v2 status is now torndown due to DeploymentManager action