developer_uid: ChaiHarshitSheoran
submission_id: chaiml-mn24b-v2preferwi_70383_v5
model_name: chaiml-mn24b-v2preferwi_70383_v5
model_group: ChaiML/mn24b_v2preferwin
status: torndown
timestamp: 2025-09-24T18:31:18+00:00
num_battles: 5951
num_wins: 2984
celo_rating: 1269.42
family_friendly_score: 0.5464
family_friendly_standard_error: 0.007040554523615309
submission_type: basic
model_repo: ChaiML/mn24b_v2preferwin2_qwen_nonl_bo4_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': 0.5495113671708458, 'latency_mean': 1.8197013223171234, 'latency_p50': 1.7992277145385742, 'latency_p90': 2.035227155685425}, {'batch_size': 3, 'throughput': 1.1088885273996871, 'latency_mean': 2.697136870622635, 'latency_p50': 2.6992019414901733, 'latency_p90': 2.9927824974060058}, {'batch_size': 5, 'throughput': 1.4421671768616584, 'latency_mean': 3.4536533987522127, 'latency_p50': 3.4743361473083496, 'latency_p90': 3.9034734487533567}, {'batch_size': 6, 'throughput': 1.5643066462530868, 'latency_mean': 3.818426685333252, 'latency_p50': 3.855297803878784, 'latency_p90': 4.298496723175049}, {'batch_size': 8, 'throughput': 1.7184214990036644, 'latency_mean': 4.616740143299102, 'latency_p50': 4.567856073379517, 'latency_p90': 5.309106397628784}, {'batch_size': 10, 'throughput': 1.7895173515926193, 'latency_mean': 5.535791527032853, 'latency_p50': 5.593355774879456, 'latency_p90': 6.3362733125686646}]
gpu_counts: {'NVIDIA L40S': 1}
display_name: chaiml-mn24b-v2preferwi_70383_v5
is_internal_developer: False
language_model: ChaiML/mn24b_v2preferwin2_qwen_nonl_bo4_tune2
model_size: 24B
ranking_group: single
throughput_3p7s: 1.53
us_pacific_date: 2025-09-24
win_ratio: 0.5014283313728785
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-70383-v5-mkmlizer
Waiting for job on chaiml-mn24b-v2preferwi-70383-v5-mkmlizer to finish
chaiml-mn24b-v2preferwi-70383-v5-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
chaiml-mn24b-v2preferwi-70383-v5-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-70383-v5-mkmlizer: ║   ██████   ██████  █████   ████  ████                               ║
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chaiml-mn24b-v2preferwi-70383-v5-mkmlizer: ║   ░███░█████░███   ░███  ███     ░███                               ║
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chaiml-mn24b-v2preferwi-70383-v5-mkmlizer: ║   ░███      ░███   ░███ ░░███    ░███                               ║
chaiml-mn24b-v2preferwi-70383-v5-mkmlizer: ║   █████     █████  █████ ░░████  █████                              ║
chaiml-mn24b-v2preferwi-70383-v5-mkmlizer: ║  ░░░░░     ░░░░░  ░░░░░   ░░░░  ░░░░░                               ║
chaiml-mn24b-v2preferwi-70383-v5-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-70383-v5-mkmlizer: ║  Version: 0.30.2                                                    ║
chaiml-mn24b-v2preferwi-70383-v5-mkmlizer: ║  Features: FLYWHEEL, CUDA                                           ║
chaiml-mn24b-v2preferwi-70383-v5-mkmlizer: ║  Copyright 2023-2025 MK ONE TECHNOLOGIES Inc.                       ║
chaiml-mn24b-v2preferwi-70383-v5-mkmlizer: ║  https://mk1.ai                                                     ║
chaiml-mn24b-v2preferwi-70383-v5-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-70383-v5-mkmlizer: ║  The license key for the current software has been verified as      ║
chaiml-mn24b-v2preferwi-70383-v5-mkmlizer: ║  belonging to:                                                      ║
chaiml-mn24b-v2preferwi-70383-v5-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-70383-v5-mkmlizer: ║  Chai Research Corp.                                                ║
chaiml-mn24b-v2preferwi-70383-v5-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
chaiml-mn24b-v2preferwi-70383-v5-mkmlizer: ║  Expiration: 2028-03-31 23:59:59                                    ║
chaiml-mn24b-v2preferwi-70383-v5-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-70383-v5-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
chaiml-mn24b-v2preferwi-70383-v5-mkmlizer: Downloaded to shared memory in 103.248s
chaiml-mn24b-v2preferwi-70383-v5-mkmlizer: Checking if ChaiML/mn24b_v2preferwin2_qwen_nonl_bo4_tune2 already exists in ChaiML
chaiml-mn24b-v2preferwi-70383-v5-mkmlizer: quantizing model to /dev/shm/model_cache, profile:q4, folder:/tmp/tmpduhpvypq, device:0
chaiml-mn24b-v2preferwi-70383-v5-mkmlizer: Saving flywheel model at /dev/shm/model_cache
Failed to get response for submission blend_hemen_2025-09-02: ('http://guanaco-model-mesh-load-balancer.model-mesh.k2.chaiverse.com/models/chaiml-nitral-dpos1-bet_5231_v12/predict', '{"detail":"No connection available."}')
Failed to get response for submission blend_milen_2025-09-03: HTTPConnectionPool(host='guanaco-model-mesh-load-balancer.model-mesh.k2.chaiverse.com', port=80): Read timed out. (read timeout=12.0)
chaiml-mn24b-v2preferwi-70383-v5-mkmlizer: quantized model in 291.772s
chaiml-mn24b-v2preferwi-70383-v5-mkmlizer: Processed model ChaiML/mn24b_v2preferwin2_qwen_nonl_bo4_tune2 in 395.021s
chaiml-mn24b-v2preferwi-70383-v5-mkmlizer: creating bucket guanaco-mkml-models
chaiml-mn24b-v2preferwi-70383-v5-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
chaiml-mn24b-v2preferwi-70383-v5-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-70383-v5/nvidia
chaiml-mn24b-v2preferwi-70383-v5-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-70383-v5/nvidia/config.json
chaiml-mn24b-v2preferwi-70383-v5-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-70383-v5/nvidia/special_tokens_map.json
chaiml-mn24b-v2preferwi-70383-v5-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-70383-v5/nvidia/tokenizer_config.json
chaiml-mn24b-v2preferwi-70383-v5-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-70383-v5/nvidia/tokenizer.json
chaiml-mn24b-v2preferwi-70383-v5-mkmlizer: cp /dev/shm/model_cache/flywheel_model.1.safetensors s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-70383-v5/nvidia/flywheel_model.1.safetensors
chaiml-mn24b-v2preferwi-70383-v5-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-70383-v5/nvidia/flywheel_model.0.safetensors
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Job chaiml-mn24b-v2preferwi-70383-v5-mkmlizer completed after 491.08s with status: succeeded
Stopping job with name chaiml-mn24b-v2preferwi-70383-v5-mkmlizer
Pipeline stage MKMLizer completed in 491.64s
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-70383-v5
Waiting for inference service chaiml-mn24b-v2preferwi-70383-v5 to be ready
Inference service chaiml-mn24b-v2preferwi-70383-v5 ready after 60.5017614364624s
Pipeline stage MKMLDeployer completed in 60.96s
run pipeline stage %s
Running pipeline stage StressChecker
Received healthy response to inference request in 2.0750789642333984s
Received healthy response to inference request in 1.788536548614502s
Received healthy response to inference request in 1.9223730564117432s
Received healthy response to inference request in 1.6632773876190186s
Received healthy response to inference request in 1.657257318496704s
5 requests
0 failed requests
5th percentile: 1.658461332321167
10th percentile: 1.6596653461456299
20th percentile: 1.6620733737945557
30th percentile: 1.6883292198181152
40th percentile: 1.7384328842163086
50th percentile: 1.788536548614502
60th percentile: 1.8420711517333985
70th percentile: 1.8956057548522949
80th percentile: 1.9529142379760742
90th percentile: 2.0139966011047363
95th percentile: 2.0445377826690674
99th percentile: 2.068970727920532
mean time: 1.8213046550750733
Pipeline stage StressChecker completed in 11.05s
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 1.02s
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 0.70s
Shutdown handler de-registered
chaiml-mn24b-v2preferwi_70383_v5 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 0.09s
run pipeline stage %s
Running pipeline stage MKMLProfilerDeployer
Creating inference service chaiml-mn24b-v2preferwi-70383-v5-profiler
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 2849.20s
Shutdown handler de-registered
chaiml-mn24b-v2preferwi_70383_v5 status is now inactive due to auto deactivation removed underperforming models
chaiml-mn24b-v2preferwi_70383_v5 status is now torndown due to DeploymentManager action