developer_uid: ChaiHarshitSheoran
submission_id: chaiml-mn24b-v2preferwi_92495_v1
model_name: chaiml-mn24b-v2preferwi_92495_v1
model_group: ChaiML/mn24b_v2preferwin
status: torndown
timestamp: 2025-09-24T18:37:35+00:00
num_battles: 5432
num_wins: 2840
celo_rating: 1283.98
family_friendly_score: 0.5472
family_friendly_standard_error: 0.0070394908906823645
submission_type: basic
model_repo: ChaiML/mn24b_v2preferwin2_qwen_nonl_bo4_tune6
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': 0.5462933916065179, 'latency_mean': 1.8303820621967315, 'latency_p50': 1.8260972499847412, 'latency_p90': 2.0300021886825563}, {'batch_size': 3, 'throughput': 1.1068460106119205, 'latency_mean': 2.7098347568511962, 'latency_p50': 2.7082549333572388, 'latency_p90': 3.008076310157776}, {'batch_size': 5, 'throughput': 1.4234301265744742, 'latency_mean': 3.489581769704819, 'latency_p50': 3.4926048517227173, 'latency_p90': 3.975578022003174}, {'batch_size': 6, 'throughput': 1.5219626875071854, 'latency_mean': 3.9080761075019836, 'latency_p50': 3.9154399633407593, 'latency_p90': 4.421336221694946}, {'batch_size': 8, 'throughput': 1.6874891245507244, 'latency_mean': 4.69867684006691, 'latency_p50': 4.651365756988525, 'latency_p90': 5.384956884384155}, {'batch_size': 10, 'throughput': 1.758566363628889, 'latency_mean': 5.649149239063263, 'latency_p50': 5.6802369356155396, 'latency_p90': 6.479925870895386}]
gpu_counts: {'NVIDIA L40S': 1}
display_name: chaiml-mn24b-v2preferwi_92495_v1
is_internal_developer: False
language_model: ChaiML/mn24b_v2preferwin2_qwen_nonl_bo4_tune6
model_size: 24B
ranking_group: single
throughput_3p7s: 1.49
us_pacific_date: 2025-09-24
win_ratio: 0.5228276877761414
generation_params: {'temperature': 0.6, '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-92495-v1-mkmlizer
Waiting for job on chaiml-mn24b-v2preferwi-92495-v1-mkmlizer to finish
chaiml-mn24b-v2preferwi-92495-v1-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
chaiml-mn24b-v2preferwi-92495-v1-mkmlizer: ║                                                                     ║
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chaiml-mn24b-v2preferwi-92495-v1-mkmlizer: ║   ░███░█████░███   ░███  ███     ░███                               ║
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chaiml-mn24b-v2preferwi-92495-v1-mkmlizer: ║   ░███      ░███   ░███ ░░███    ░███                               ║
chaiml-mn24b-v2preferwi-92495-v1-mkmlizer: ║   █████     █████  █████ ░░████  █████                              ║
chaiml-mn24b-v2preferwi-92495-v1-mkmlizer: ║  ░░░░░     ░░░░░  ░░░░░   ░░░░  ░░░░░                               ║
chaiml-mn24b-v2preferwi-92495-v1-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-92495-v1-mkmlizer: ║  Version: 0.30.2                                                    ║
chaiml-mn24b-v2preferwi-92495-v1-mkmlizer: ║  Features: FLYWHEEL, CUDA                                           ║
chaiml-mn24b-v2preferwi-92495-v1-mkmlizer: ║  Copyright 2023-2025 MK ONE TECHNOLOGIES Inc.                       ║
chaiml-mn24b-v2preferwi-92495-v1-mkmlizer: ║  https://mk1.ai                                                     ║
chaiml-mn24b-v2preferwi-92495-v1-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-92495-v1-mkmlizer: ║  The license key for the current software has been verified as      ║
chaiml-mn24b-v2preferwi-92495-v1-mkmlizer: ║  belonging to:                                                      ║
chaiml-mn24b-v2preferwi-92495-v1-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-92495-v1-mkmlizer: ║  Chai Research Corp.                                                ║
chaiml-mn24b-v2preferwi-92495-v1-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
chaiml-mn24b-v2preferwi-92495-v1-mkmlizer: ║  Expiration: 2028-03-31 23:59:59                                    ║
chaiml-mn24b-v2preferwi-92495-v1-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-92495-v1-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
chaiml-mn24b-v2preferwi-92495-v1-mkmlizer: Downloaded to shared memory in 140.186s
chaiml-mn24b-v2preferwi-92495-v1-mkmlizer: Checking if ChaiML/mn24b_v2preferwin2_qwen_nonl_bo4_tune6 already exists in ChaiML
chaiml-mn24b-v2preferwi-92495-v1-mkmlizer: quantizing model to /dev/shm/model_cache, profile:q4, folder:/tmp/tmpqx3err1z, device:0
chaiml-mn24b-v2preferwi-92495-v1-mkmlizer: Saving flywheel model at /dev/shm/model_cache
Failed to get response for submission chaiml-exp-grpo-cp312-_36146_v23: ('http://guanaco-model-mesh-load-balancer.model-mesh.k2.chaiverse.com/models/chaiml-exp-grpo-cp312-_36146_v23/predict', '{"detail":"No connection available."}')
Failed to get response for submission chaiml-cogito32b-dpos2_39363_v15: ('http://guanaco-model-mesh-load-balancer.model-mesh.k2.chaiverse.com/models/chaiml-cogito32b-dpos2_39363_v15/predict', '{"detail":"No connection available."}')
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-92495-v1-mkmlizer: quantized model in 285.105s
chaiml-mn24b-v2preferwi-92495-v1-mkmlizer: Processed model ChaiML/mn24b_v2preferwin2_qwen_nonl_bo4_tune6 in 425.292s
chaiml-mn24b-v2preferwi-92495-v1-mkmlizer: creating bucket guanaco-mkml-models
chaiml-mn24b-v2preferwi-92495-v1-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
chaiml-mn24b-v2preferwi-92495-v1-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-92495-v1/nvidia
chaiml-mn24b-v2preferwi-92495-v1-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-92495-v1/nvidia/config.json
chaiml-mn24b-v2preferwi-92495-v1-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-92495-v1/nvidia/special_tokens_map.json
chaiml-mn24b-v2preferwi-92495-v1-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-92495-v1/nvidia/tokenizer_config.json
chaiml-mn24b-v2preferwi-92495-v1-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-92495-v1/nvidia/tokenizer.json
chaiml-mn24b-v2preferwi-92495-v1-mkmlizer: cp /dev/shm/model_cache/flywheel_model.1.safetensors s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-92495-v1/nvidia/flywheel_model.1.safetensors
chaiml-mn24b-v2preferwi-92495-v1-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-92495-v1/nvidia/flywheel_model.0.safetensors
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Job chaiml-mn24b-v2preferwi-92495-v1-mkmlizer completed after 501.65s with status: succeeded
Stopping job with name chaiml-mn24b-v2preferwi-92495-v1-mkmlizer
Pipeline stage MKMLizer completed in 502.43s
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-92495-v1
Waiting for inference service chaiml-mn24b-v2preferwi-92495-v1 to be ready
Inference service chaiml-mn24b-v2preferwi-92495-v1 ready after 50.278523206710815s
Pipeline stage MKMLDeployer completed in 50.96s
run pipeline stage %s
Running pipeline stage StressChecker
Received healthy response to inference request in 2.065429210662842s
Received healthy response to inference request in 1.7058076858520508s
Received healthy response to inference request in 1.6910829544067383s
Received healthy response to inference request in 1.7681035995483398s
Received healthy response to inference request in 1.7070896625518799s
5 requests
0 failed requests
5th percentile: 1.6940279006958008
10th percentile: 1.6969728469848633
20th percentile: 1.7028627395629883
30th percentile: 1.7060640811920167
40th percentile: 1.7065768718719483
50th percentile: 1.7070896625518799
60th percentile: 1.731495237350464
70th percentile: 1.7559008121490478
80th percentile: 1.8275687217712402
90th percentile: 1.946498966217041
95th percentile: 2.0059640884399412
99th percentile: 2.0535361862182615
mean time: 1.7875026226043702
Pipeline stage StressChecker completed in 10.28s
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 0.63s
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 0.71s
Shutdown handler de-registered
chaiml-mn24b-v2preferwi_92495_v1 status is now deployed due to DeploymentManager action
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 2880.05s
Shutdown handler de-registered
chaiml-mn24b-v2preferwi_92495_v1 status is now inactive due to auto deactivation removed underperforming models
chaiml-mn24b-v2preferwi_92495_v1 status is now torndown due to DeploymentManager action