chaiml-mn24b-v2preferwi_13318

developer_uid: ChaiHarshitSheoran
submission_id: chaiml-mn24b-v2preferwi_13318_v2
model_name: chaiml-mn24b-v2preferwi_13318_v2
model_group: ChaiML/mn24b_v2preferwin
status: torndown
timestamp: 2025-09-16T22:26:25+00:00
num_battles: 5353
num_wins: 2808
celo_rating: 1275.41
family_friendly_score: 0.5808
family_friendly_standard_error: 0.006978128115762852
submission_type: basic
model_repo: ChaiML/mn24b_v2preferwin2_qwen_bo1_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': 0.5517903686622879, 'latency_mean': 1.8121535217761993, 'latency_p50': 1.8163137435913086, 'latency_p90': 2.014065384864807}, {'batch_size': 3, 'throughput': 1.1283160409597996, 'latency_mean': 2.653560132980347, 'latency_p50': 2.673236846923828, 'latency_p90': 2.9077605485916136}, {'batch_size': 5, 'throughput': 1.4530591143675675, 'latency_mean': 3.420585731267929, 'latency_p50': 3.4196436405181885, 'latency_p90': 3.922413444519043}, {'batch_size': 6, 'throughput': 1.5605010262006136, 'latency_mean': 3.8100297152996063, 'latency_p50': 3.8234943151474, 'latency_p90': 4.303700304031372}, {'batch_size': 8, 'throughput': 1.7218011523700387, 'latency_mean': 4.600531907081604, 'latency_p50': 4.634028792381287, 'latency_p90': 5.225272059440613}, {'batch_size': 10, 'throughput': 1.8052409037845198, 'latency_mean': 5.507892978191376, 'latency_p50': 5.502259969711304, 'latency_p90': 6.2961883544921875}]
gpu_counts: {'NVIDIA L40S': 1}
display_name: chaiml-mn24b-v2preferwi_13318_v2
is_internal_developer: False
language_model: ChaiML/mn24b_v2preferwin2_qwen_bo1_tune5
model_size: 24B
ranking_group: single
throughput_3p7s: 1.55
us_pacific_date: 2025-09-16
win_ratio: 0.5245656641135812
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-13318-v2-mkmlizer
Waiting for job on chaiml-mn24b-v2preferwi-13318-v2-mkmlizer to finish
chaiml-mn24b-v2preferwi-13318-v2-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
chaiml-mn24b-v2preferwi-13318-v2-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-13318-v2-mkmlizer: ║   ██████   ██████  █████   ████  ████                               ║
chaiml-mn24b-v2preferwi-13318-v2-mkmlizer: ║  ░░██████ ██████  ░░███   ███░  ░░███                               ║
chaiml-mn24b-v2preferwi-13318-v2-mkmlizer: ║   ░███░█████░███   ░███  ███     ░███                               ║
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chaiml-mn24b-v2preferwi-13318-v2-mkmlizer: ║   ░███      ░███   ░███ ░░███    ░███                               ║
chaiml-mn24b-v2preferwi-13318-v2-mkmlizer: ║   █████     █████  █████ ░░████  █████                              ║
chaiml-mn24b-v2preferwi-13318-v2-mkmlizer: ║  ░░░░░     ░░░░░  ░░░░░   ░░░░  ░░░░░                               ║
chaiml-mn24b-v2preferwi-13318-v2-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-13318-v2-mkmlizer: ║  Version: 0.30.2                                                    ║
chaiml-mn24b-v2preferwi-13318-v2-mkmlizer: ║  Features: FLYWHEEL, CUDA                                           ║
chaiml-mn24b-v2preferwi-13318-v2-mkmlizer: ║  Copyright 2023-2025 MK ONE TECHNOLOGIES Inc.                       ║
chaiml-mn24b-v2preferwi-13318-v2-mkmlizer: ║  https://mk1.ai                                                     ║
chaiml-mn24b-v2preferwi-13318-v2-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-13318-v2-mkmlizer: ║  The license key for the current software has been verified as      ║
chaiml-mn24b-v2preferwi-13318-v2-mkmlizer: ║  belonging to:                                                      ║
chaiml-mn24b-v2preferwi-13318-v2-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-13318-v2-mkmlizer: ║  Chai Research Corp.                                                ║
chaiml-mn24b-v2preferwi-13318-v2-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
chaiml-mn24b-v2preferwi-13318-v2-mkmlizer: ║  Expiration: 2028-03-31 23:59:59                                    ║
chaiml-mn24b-v2preferwi-13318-v2-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-13318-v2-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
chaiml-mn24b-v2preferwi-13318-v2-mkmlizer: Downloaded to shared memory in 59.677s
chaiml-mn24b-v2preferwi-13318-v2-mkmlizer: Checking if ChaiML/mn24b_v2preferwin2_qwen_bo1_tune5 already exists in ChaiML
chaiml-mn24b-v2preferwi-13318-v2-mkmlizer: quantizing model to /dev/shm/model_cache, profile:q4, folder:/tmp/tmp29z5p90h, device:0
chaiml-mn24b-v2preferwi-13318-v2-mkmlizer: Saving flywheel model at /dev/shm/model_cache
chaiml-mn24b-v2preferwi-13318-v2-mkmlizer: quantized model in 288.005s
chaiml-mn24b-v2preferwi-13318-v2-mkmlizer: Processed model ChaiML/mn24b_v2preferwin2_qwen_bo1_tune5 in 347.682s
chaiml-mn24b-v2preferwi-13318-v2-mkmlizer: creating bucket guanaco-mkml-models
chaiml-mn24b-v2preferwi-13318-v2-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
chaiml-mn24b-v2preferwi-13318-v2-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-13318-v2/nvidia
chaiml-mn24b-v2preferwi-13318-v2-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-13318-v2/nvidia/special_tokens_map.json
chaiml-mn24b-v2preferwi-13318-v2-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-13318-v2/nvidia/config.json
chaiml-mn24b-v2preferwi-13318-v2-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-13318-v2/nvidia/tokenizer_config.json
chaiml-mn24b-v2preferwi-13318-v2-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-13318-v2/nvidia/tokenizer.json
chaiml-mn24b-v2preferwi-13318-v2-mkmlizer: cp /dev/shm/model_cache/flywheel_model.1.safetensors s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-13318-v2/nvidia/flywheel_model.1.safetensors
chaiml-mn24b-v2preferwi-13318-v2-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-13318-v2/nvidia/flywheel_model.0.safetensors
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Job chaiml-mn24b-v2preferwi-13318-v2-mkmlizer completed after 398.72s with status: succeeded
Stopping job with name chaiml-mn24b-v2preferwi-13318-v2-mkmlizer
Pipeline stage MKMLizer completed in 399.19s
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-13318-v2
Waiting for inference service chaiml-mn24b-v2preferwi-13318-v2 to be ready
Inference service chaiml-mn24b-v2preferwi-13318-v2 ready after 40.18307137489319s
Pipeline stage MKMLDeployer completed in 40.76s
run pipeline stage %s
Running pipeline stage StressChecker
Received healthy response to inference request in 2.021597146987915s
Received healthy response to inference request in 1.841479778289795s
Received healthy response to inference request in 1.6717445850372314s
Received healthy response to inference request in 1.6933727264404297s
Received healthy response to inference request in 1.7205493450164795s
5 requests
0 failed requests
5th percentile: 1.676070213317871
10th percentile: 1.6803958415985107
20th percentile: 1.68904709815979
30th percentile: 1.6988080501556397
40th percentile: 1.7096786975860596
50th percentile: 1.7205493450164795
60th percentile: 1.7689215183258056
70th percentile: 1.8172936916351319
80th percentile: 1.877503252029419
90th percentile: 1.949550199508667
95th percentile: 1.985573673248291
99th percentile: 2.0143924522399903
mean time: 1.7897487163543702
Pipeline stage StressChecker completed in 10.31s
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 0.65s
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 0.67s
Shutdown handler de-registered
chaiml-mn24b-v2preferwi_13318_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 0.11s
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-13318-v2-profiler
Waiting for inference service chaiml-mn24b-v2preferwi-13318-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 2822.41s
Shutdown handler de-registered
chaiml-mn24b-v2preferwi_13318_v2 status is now inactive due to auto deactivation removed underperforming models
chaiml-mn24b-v2preferwi_13318_v2 status is now torndown due to DeploymentManager action