developer_uid: ChaiHarshitSheoran
submission_id: chaiml-mn24b-v2preferwi_98641_v3
model_name: chaiml-mn24b-v2preferwi_98641_v3
model_group: ChaiML/mn24b_v2preferwin
status: torndown
timestamp: 2025-09-21T01:36:53+00:00
num_battles: 5505
num_wins: 2964
celo_rating: 1286.23
family_friendly_score: 0.5714
family_friendly_standard_error: 0.006998600431514861
submission_type: basic
model_repo: ChaiML/mn24b_v2preferwin2_qwen_bo16_idxs4_tune5
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': 0.5471020437524351, 'latency_mean': 1.8276832938194274, 'latency_p50': 1.831940770149231, 'latency_p90': 2.0332119464874268}, {'batch_size': 3, 'throughput': 1.1129889485010251, 'latency_mean': 2.6879202556610107, 'latency_p50': 2.6882643699645996, 'latency_p90': 3.0134768486022945}, {'batch_size': 5, 'throughput': 1.434817382297759, 'latency_mean': 3.4642811286449433, 'latency_p50': 3.463442325592041, 'latency_p90': 3.8587997913360597}, {'batch_size': 6, 'throughput': 1.5483935493158583, 'latency_mean': 3.852425516843796, 'latency_p50': 3.862805724143982, 'latency_p90': 4.357567167282104}, {'batch_size': 8, 'throughput': 1.6968990159904673, 'latency_mean': 4.676353181600571, 'latency_p50': 4.663209795951843, 'latency_p90': 5.317822456359863}, {'batch_size': 10, 'throughput': 1.7898583406545674, 'latency_mean': 5.549590299129486, 'latency_p50': 5.4950807094573975, 'latency_p90': 6.460629367828369}]
gpu_counts: {'NVIDIA L40S': 1}
display_name: chaiml-mn24b-v2preferwi_98641_v3
is_internal_developer: False
language_model: ChaiML/mn24b_v2preferwin2_qwen_bo16_idxs4_tune5
model_size: 24B
ranking_group: single
throughput_3p7s: 1.52
us_pacific_date: 2025-09-20
win_ratio: 0.5384196185286103
generation_params: {'temperature': 0.7, '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-98641-v3-mkmlizer
Waiting for job on chaiml-mn24b-v2preferwi-98641-v3-mkmlizer to finish
chaiml-mn24b-v2preferwi-98641-v3-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
chaiml-mn24b-v2preferwi-98641-v3-mkmlizer: ║                                                                     ║
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chaiml-mn24b-v2preferwi-98641-v3-mkmlizer: ║   ░███      ░███   ░███ ░░███    ░███                               ║
chaiml-mn24b-v2preferwi-98641-v3-mkmlizer: ║   █████     █████  █████ ░░████  █████                              ║
chaiml-mn24b-v2preferwi-98641-v3-mkmlizer: ║  ░░░░░     ░░░░░  ░░░░░   ░░░░  ░░░░░                               ║
chaiml-mn24b-v2preferwi-98641-v3-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-98641-v3-mkmlizer: ║  Version: 0.30.2                                                    ║
chaiml-mn24b-v2preferwi-98641-v3-mkmlizer: ║  Features: FLYWHEEL, CUDA                                           ║
chaiml-mn24b-v2preferwi-98641-v3-mkmlizer: ║  Copyright 2023-2025 MK ONE TECHNOLOGIES Inc.                       ║
chaiml-mn24b-v2preferwi-98641-v3-mkmlizer: ║  https://mk1.ai                                                     ║
chaiml-mn24b-v2preferwi-98641-v3-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-98641-v3-mkmlizer: ║  The license key for the current software has been verified as      ║
chaiml-mn24b-v2preferwi-98641-v3-mkmlizer: ║  belonging to:                                                      ║
chaiml-mn24b-v2preferwi-98641-v3-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-98641-v3-mkmlizer: ║  Chai Research Corp.                                                ║
chaiml-mn24b-v2preferwi-98641-v3-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
chaiml-mn24b-v2preferwi-98641-v3-mkmlizer: ║  Expiration: 2028-03-31 23:59:59                                    ║
chaiml-mn24b-v2preferwi-98641-v3-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-98641-v3-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
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-98641-v3-mkmlizer: Downloaded to shared memory in 43.459s
chaiml-mn24b-v2preferwi-98641-v3-mkmlizer: Checking if ChaiML/mn24b_v2preferwin2_qwen_bo16_idxs4_tune5 already exists in ChaiML
chaiml-mn24b-v2preferwi-98641-v3-mkmlizer: quantizing model to /dev/shm/model_cache, profile:q4, folder:/tmp/tmpsy3rsj1y, device:0
chaiml-mn24b-v2preferwi-98641-v3-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-98641-v3-mkmlizer: quantized model in 284.187s
chaiml-mn24b-v2preferwi-98641-v3-mkmlizer: Processed model ChaiML/mn24b_v2preferwin2_qwen_bo16_idxs4_tune5 in 327.647s
chaiml-mn24b-v2preferwi-98641-v3-mkmlizer: creating bucket guanaco-mkml-models
chaiml-mn24b-v2preferwi-98641-v3-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
chaiml-mn24b-v2preferwi-98641-v3-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-98641-v3/nvidia
chaiml-mn24b-v2preferwi-98641-v3-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-98641-v3/nvidia/config.json
chaiml-mn24b-v2preferwi-98641-v3-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-98641-v3/nvidia/special_tokens_map.json
chaiml-mn24b-v2preferwi-98641-v3-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-98641-v3/nvidia/tokenizer_config.json
chaiml-mn24b-v2preferwi-98641-v3-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-98641-v3/nvidia/tokenizer.json
chaiml-mn24b-v2preferwi-98641-v3-mkmlizer: cp /dev/shm/model_cache/flywheel_model.1.safetensors s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-98641-v3/nvidia/flywheel_model.1.safetensors
chaiml-mn24b-v2preferwi-98641-v3-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-98641-v3/nvidia/flywheel_model.0.safetensors
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Job chaiml-mn24b-v2preferwi-98641-v3-mkmlizer completed after 459.03s with status: succeeded
Stopping job with name chaiml-mn24b-v2preferwi-98641-v3-mkmlizer
Pipeline stage MKMLizer completed in 459.49s
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-98641-v3
Waiting for inference service chaiml-mn24b-v2preferwi-98641-v3 to be ready
Inference service chaiml-mn24b-v2preferwi-98641-v3 ready after 70.73828363418579s
Pipeline stage MKMLDeployer completed in 71.24s
run pipeline stage %s
Running pipeline stage StressChecker
Received healthy response to inference request in 2.151171922683716s
Received healthy response to inference request in 1.7008800506591797s
Received healthy response to inference request in 1.7651011943817139s
Received healthy response to inference request in 1.7683014869689941s
Received healthy response to inference request in 1.9998340606689453s
5 requests
0 failed requests
5th percentile: 1.7137242794036864
10th percentile: 1.7265685081481934
20th percentile: 1.7522569656372071
30th percentile: 1.7657412528991698
40th percentile: 1.767021369934082
50th percentile: 1.7683014869689941
60th percentile: 1.8609145164489747
70th percentile: 1.953527545928955
80th percentile: 2.0301016330718995
90th percentile: 2.0906367778778074
95th percentile: 2.1209043502807616
99th percentile: 2.145118408203125
mean time: 1.8770577430725097
Pipeline stage StressChecker completed in 10.66s
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 0.65s
Shutdown handler de-registered
chaiml-mn24b-v2preferwi_98641_v3 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 0.08s
run pipeline stage %s
Running pipeline stage MKMLProfilerDeployer
Creating inference service chaiml-mn24b-v2preferwi-98641-v3-profiler
Waiting for inference service chaiml-mn24b-v2preferwi-98641-v3-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 2879.23s
Shutdown handler de-registered
chaiml-mn24b-v2preferwi_98641_v3 status is now inactive due to auto deactivation removed underperforming models
chaiml-mn24b-v2preferwi_98641_v3 status is now torndown due to DeploymentManager action