chaiml-mn24b-v2preferwi_89433

developer_uid: ChaiHarshitSheoran
submission_id: chaiml-mn24b-v2preferwi_89433_v2
model_name: chaiml-mn24b-v2preferwi_89433_v2
model_group: ChaiML/mn24b_v2preferwin
status: torndown
timestamp: 2025-09-24T18:32:18+00:00
num_battles: 5673
num_wins: 2894
celo_rating: 1273.57
family_friendly_score: 0.5322
family_friendly_standard_error: 0.007056389445034904
submission_type: basic
model_repo: ChaiML/mn24b_v2preferwin2_qwen_nonl_bo4_tune3
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': 0.5528409500609656, 'latency_mean': 1.8087119412422181, 'latency_p50': 1.7826606035232544, 'latency_p90': 2.023730969429016}, {'batch_size': 3, 'throughput': 1.1135643016629622, 'latency_mean': 2.6896374106407164, 'latency_p50': 2.6826255321502686, 'latency_p90': 2.9835779190063474}, {'batch_size': 5, 'throughput': 1.415377743089626, 'latency_mean': 3.503891490697861, 'latency_p50': 3.5291377305984497, 'latency_p90': 3.9758113622665405}, {'batch_size': 6, 'throughput': 1.519706841173953, 'latency_mean': 3.9230363953113554, 'latency_p50': 3.9783655405044556, 'latency_p90': 4.458130526542663}, {'batch_size': 8, 'throughput': 1.6851657590747453, 'latency_mean': 4.717494982481003, 'latency_p50': 4.733376979827881, 'latency_p90': 5.371389722824096}, {'batch_size': 10, 'throughput': 1.7669011508192871, 'latency_mean': 5.626594206094742, 'latency_p50': 5.622186541557312, 'latency_p90': 6.536176776885986}]
gpu_counts: {'NVIDIA L40S': 1}
display_name: chaiml-mn24b-v2preferwi_89433_v2
is_internal_developer: False
language_model: ChaiML/mn24b_v2preferwin2_qwen_nonl_bo4_tune3
model_size: 24B
ranking_group: single
throughput_3p7s: 1.48
us_pacific_date: 2025-09-24
win_ratio: 0.510135730653975
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-89433-v2-mkmlizer
Waiting for job on chaiml-mn24b-v2preferwi-89433-v2-mkmlizer to finish
chaiml-mn24b-v2preferwi-89433-v2-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
chaiml-mn24b-v2preferwi-89433-v2-mkmlizer: ║                                                                     ║
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chaiml-mn24b-v2preferwi-89433-v2-mkmlizer: ║   ░███      ░███   ░███ ░░███    ░███                               ║
chaiml-mn24b-v2preferwi-89433-v2-mkmlizer: ║   █████     █████  █████ ░░████  █████                              ║
chaiml-mn24b-v2preferwi-89433-v2-mkmlizer: ║  ░░░░░     ░░░░░  ░░░░░   ░░░░  ░░░░░                               ║
chaiml-mn24b-v2preferwi-89433-v2-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-89433-v2-mkmlizer: ║  Version: 0.30.2                                                    ║
chaiml-mn24b-v2preferwi-89433-v2-mkmlizer: ║  Features: FLYWHEEL, CUDA                                           ║
chaiml-mn24b-v2preferwi-89433-v2-mkmlizer: ║  Copyright 2023-2025 MK ONE TECHNOLOGIES Inc.                       ║
chaiml-mn24b-v2preferwi-89433-v2-mkmlizer: ║  https://mk1.ai                                                     ║
chaiml-mn24b-v2preferwi-89433-v2-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-89433-v2-mkmlizer: ║  The license key for the current software has been verified as      ║
chaiml-mn24b-v2preferwi-89433-v2-mkmlizer: ║  belonging to:                                                      ║
chaiml-mn24b-v2preferwi-89433-v2-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-89433-v2-mkmlizer: ║  Chai Research Corp.                                                ║
chaiml-mn24b-v2preferwi-89433-v2-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
chaiml-mn24b-v2preferwi-89433-v2-mkmlizer: ║  Expiration: 2028-03-31 23:59:59                                    ║
chaiml-mn24b-v2preferwi-89433-v2-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-89433-v2-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
chaiml-mn24b-v2preferwi-89433-v2-mkmlizer: Downloaded to shared memory in 129.048s
chaiml-mn24b-v2preferwi-89433-v2-mkmlizer: Checking if ChaiML/mn24b_v2preferwin2_qwen_nonl_bo4_tune3 already exists in ChaiML
chaiml-mn24b-v2preferwi-89433-v2-mkmlizer: quantizing model to /dev/shm/model_cache, profile:q4, folder:/tmp/tmpa3u93diy, device:0
chaiml-mn24b-v2preferwi-89433-v2-mkmlizer: Saving flywheel model at /dev/shm/model_cache
chaiml-mn24b-v2preferwi-89433-v2-mkmlizer: quantized model in 291.650s
chaiml-mn24b-v2preferwi-89433-v2-mkmlizer: Processed model ChaiML/mn24b_v2preferwin2_qwen_nonl_bo4_tune3 in 420.699s
chaiml-mn24b-v2preferwi-89433-v2-mkmlizer: creating bucket guanaco-mkml-models
chaiml-mn24b-v2preferwi-89433-v2-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
chaiml-mn24b-v2preferwi-89433-v2-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-89433-v2/nvidia
chaiml-mn24b-v2preferwi-89433-v2-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-89433-v2/nvidia/config.json
chaiml-mn24b-v2preferwi-89433-v2-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-89433-v2/nvidia/special_tokens_map.json
chaiml-mn24b-v2preferwi-89433-v2-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-89433-v2/nvidia/tokenizer_config.json
chaiml-mn24b-v2preferwi-89433-v2-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-89433-v2/nvidia/tokenizer.json
chaiml-mn24b-v2preferwi-89433-v2-mkmlizer: cp /dev/shm/model_cache/flywheel_model.1.safetensors s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-89433-v2/nvidia/flywheel_model.1.safetensors
chaiml-mn24b-v2preferwi-89433-v2-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-89433-v2/nvidia/flywheel_model.0.safetensors
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Job chaiml-mn24b-v2preferwi-89433-v2-mkmlizer completed after 533.26s with status: succeeded
Stopping job with name chaiml-mn24b-v2preferwi-89433-v2-mkmlizer
Pipeline stage MKMLizer completed in 534.42s
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-89433-v2
Waiting for inference service chaiml-mn24b-v2preferwi-89433-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-89433-v2 ready after 40.226296186447144s
Pipeline stage MKMLDeployer completed in 40.82s
run pipeline stage %s
Running pipeline stage StressChecker
Received healthy response to inference request in 2.014854907989502s
Received healthy response to inference request in 1.769035816192627s
Received healthy response to inference request in 1.6754851341247559s
Received healthy response to inference request in 1.4037649631500244s
Received healthy response to inference request in 1.965937852859497s
5 requests
0 failed requests
5th percentile: 1.4581089973449708
10th percentile: 1.512453031539917
20th percentile: 1.6211410999298095
30th percentile: 1.69419527053833
40th percentile: 1.7316155433654785
50th percentile: 1.769035816192627
60th percentile: 1.847796630859375
70th percentile: 1.926557445526123
80th percentile: 1.975721263885498
90th percentile: 1.9952880859375
95th percentile: 2.005071496963501
99th percentile: 2.0128982257843018
mean time: 1.7658157348632812
Pipeline stage StressChecker completed in 10.61s
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 0.73s
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 0.76s
Shutdown handler de-registered
chaiml-mn24b-v2preferwi_89433_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 0.12s
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-89433-v2-profiler
Waiting for inference service chaiml-mn24b-v2preferwi-89433-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
Pipeline stage OfflineFamilyFriendlyScorer completed in 2853.63s
Shutdown handler de-registered
chaiml-mn24b-v2preferwi_89433_v2 status is now inactive due to auto deactivation removed underperforming models
chaiml-mn24b-v2preferwi_89433_v2 status is now torndown due to DeploymentManager action