chaiml-mn24b-v2preferwi_73014

developer_uid: ChaiHarshitSheoran
submission_id: chaiml-mn24b-v2preferwi_73014_v4
model_name: chaiml-mn24b-v2preferwi_73014_v4
model_group: ChaiML/mn24b_v2preferwin
status: torndown
timestamp: 2025-09-20T17:23:09+00:00
num_battles: 5361
num_wins: 2705
celo_rating: 1263.67
family_friendly_score: 0.5609999999999999
family_friendly_standard_error: 0.007018247644533499
submission_type: basic
model_repo: ChaiML/mn24b_v2preferwin2_qwen_bo16_valfiltbef_tune7
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': 0.5440329118701902, 'latency_mean': 1.8380262792110442, 'latency_p50': 1.8408490419387817, 'latency_p90': 2.042029857635498}, {'batch_size': 3, 'throughput': 1.1129014846219805, 'latency_mean': 2.6791646766662596, 'latency_p50': 2.7021219730377197, 'latency_p90': 2.9314019441604615}, {'batch_size': 5, 'throughput': 1.4264993695322976, 'latency_mean': 3.485779572725296, 'latency_p50': 3.456611394882202, 'latency_p90': 3.865270161628723}, {'batch_size': 6, 'throughput': 1.5512640873506236, 'latency_mean': 3.8454505228996276, 'latency_p50': 3.8803356885910034, 'latency_p90': 4.337061405181885}, {'batch_size': 8, 'throughput': 1.6954453036983967, 'latency_mean': 4.6849209702014925, 'latency_p50': 4.67785108089447, 'latency_p90': 5.26344895362854}, {'batch_size': 10, 'throughput': 1.7861151408873999, 'latency_mean': 5.560698437690735, 'latency_p50': 5.599918365478516, 'latency_p90': 6.381270098686218}]
gpu_counts: {'NVIDIA L40S': 1}
display_name: chaiml-mn24b-v2preferwi_73014_v4
is_internal_developer: False
language_model: ChaiML/mn24b_v2preferwin2_qwen_bo16_valfiltbef_tune7
model_size: 24B
ranking_group: single
throughput_3p7s: 1.51
us_pacific_date: 2025-09-20
win_ratio: 0.5045700429024436
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-73014-v4-mkmlizer
Waiting for job on chaiml-mn24b-v2preferwi-73014-v4-mkmlizer to finish
chaiml-mn24b-v2preferwi-73014-v4-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
chaiml-mn24b-v2preferwi-73014-v4-mkmlizer: ║                                                                     ║
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chaiml-mn24b-v2preferwi-73014-v4-mkmlizer: ║  ░░░░░     ░░░░░  ░░░░░   ░░░░  ░░░░░                               ║
chaiml-mn24b-v2preferwi-73014-v4-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-73014-v4-mkmlizer: ║  Version: 0.30.2                                                    ║
chaiml-mn24b-v2preferwi-73014-v4-mkmlizer: ║  Features: FLYWHEEL, CUDA                                           ║
chaiml-mn24b-v2preferwi-73014-v4-mkmlizer: ║  Copyright 2023-2025 MK ONE TECHNOLOGIES Inc.                       ║
chaiml-mn24b-v2preferwi-73014-v4-mkmlizer: ║  https://mk1.ai                                                     ║
chaiml-mn24b-v2preferwi-73014-v4-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-73014-v4-mkmlizer: ║  The license key for the current software has been verified as      ║
chaiml-mn24b-v2preferwi-73014-v4-mkmlizer: ║  belonging to:                                                      ║
chaiml-mn24b-v2preferwi-73014-v4-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-73014-v4-mkmlizer: ║  Chai Research Corp.                                                ║
chaiml-mn24b-v2preferwi-73014-v4-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
chaiml-mn24b-v2preferwi-73014-v4-mkmlizer: ║  Expiration: 2028-03-31 23:59:59                                    ║
chaiml-mn24b-v2preferwi-73014-v4-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-73014-v4-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
Failed to get response for submission chaiml-rirv938-0sw-96p_18713_v10: ('http://guanaco-model-mesh-load-balancer.model-mesh.k2.chaiverse.com/models/chaiml-rirv938-0sw-96p_18713_v10/predict', '{"detail":"1 validation error for RuntimeResponse\\npredictions\\n  Field required [type=missing, input_value={\'detail\': \\"503, message=...96p_18713_v10/predict\'\\"}, input_type=dict]\\n    For further information visit https://errors.pydantic.dev/2.11/v/missing"}')
chaiml-mn24b-v2preferwi-73014-v4-mkmlizer: Downloaded to shared memory in 50.892s
chaiml-mn24b-v2preferwi-73014-v4-mkmlizer: Checking if ChaiML/mn24b_v2preferwin2_qwen_bo16_valfiltbef_tune7 already exists in ChaiML
chaiml-mn24b-v2preferwi-73014-v4-mkmlizer: quantizing model to /dev/shm/model_cache, profile:q4, folder:/tmp/tmpdt20r7p2, device:0
chaiml-mn24b-v2preferwi-73014-v4-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', '')
chaiml-mn24b-v2preferwi-73014-v4-mkmlizer: quantized model in 286.766s
chaiml-mn24b-v2preferwi-73014-v4-mkmlizer: Processed model ChaiML/mn24b_v2preferwin2_qwen_bo16_valfiltbef_tune7 in 337.658s
chaiml-mn24b-v2preferwi-73014-v4-mkmlizer: creating bucket guanaco-mkml-models
chaiml-mn24b-v2preferwi-73014-v4-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
chaiml-mn24b-v2preferwi-73014-v4-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-73014-v4/nvidia
chaiml-mn24b-v2preferwi-73014-v4-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-73014-v4/nvidia/special_tokens_map.json
chaiml-mn24b-v2preferwi-73014-v4-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-73014-v4/nvidia/config.json
chaiml-mn24b-v2preferwi-73014-v4-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-73014-v4/nvidia/tokenizer_config.json
chaiml-mn24b-v2preferwi-73014-v4-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-73014-v4/nvidia/tokenizer.json
chaiml-mn24b-v2preferwi-73014-v4-mkmlizer: cp /dev/shm/model_cache/flywheel_model.1.safetensors s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-73014-v4/nvidia/flywheel_model.1.safetensors
chaiml-mn24b-v2preferwi-73014-v4-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-73014-v4/nvidia/flywheel_model.0.safetensors
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Job chaiml-mn24b-v2preferwi-73014-v4-mkmlizer completed after 488.43s with status: succeeded
Stopping job with name chaiml-mn24b-v2preferwi-73014-v4-mkmlizer
Pipeline stage MKMLizer completed in 488.94s
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-73014-v4
Waiting for inference service chaiml-mn24b-v2preferwi-73014-v4 to be ready
Inference service chaiml-mn24b-v2preferwi-73014-v4 ready after 60.63572406768799s
Pipeline stage MKMLDeployer completed in 61.16s
run pipeline stage %s
Running pipeline stage StressChecker
Received healthy response to inference request in 2.0753493309020996s
Received healthy response to inference request in 2.189331531524658s
Received healthy response to inference request in 1.657954454421997s
Received healthy response to inference request in 1.5621769428253174s
Received healthy response to inference request in 1.9727272987365723s
5 requests
0 failed requests
5th percentile: 1.5813324451446533
10th percentile: 1.6004879474639893
20th percentile: 1.6387989521026611
30th percentile: 1.720909023284912
40th percentile: 1.8468181610107421
50th percentile: 1.9727272987365723
60th percentile: 2.013776111602783
70th percentile: 2.0548249244689942
80th percentile: 2.098145771026611
90th percentile: 2.1437386512756347
95th percentile: 2.1665350914001467
99th percentile: 2.184772243499756
mean time: 1.891507911682129
Pipeline stage StressChecker completed in 10.86s
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 0.69s
Shutdown handler de-registered
chaiml-mn24b-v2preferwi_73014_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 0.11s
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-73014-v4-profiler
Waiting for inference service chaiml-mn24b-v2preferwi-73014-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 2713.59s
Shutdown handler de-registered
chaiml-mn24b-v2preferwi_73014_v4 status is now inactive due to auto deactivation removed underperforming models
chaiml-mn24b-v2preferwi_73014_v4 status is now torndown due to DeploymentManager action