chaiml-mn24b-v2preferwi_29011

developer_uid: ChaiHarshitSheoran
submission_id: chaiml-mn24b-v2preferwi_29011_v5
model_name: chaiml-mn24b-v2preferwi_29011_v5
model_group: ChaiML/mn24b_v2preferwin
status: torndown
timestamp: 2025-09-18T20:34:14+00:00
num_battles: 5353
num_wins: 2839
celo_rating: 1281.16
family_friendly_score: 0.5754
family_friendly_standard_error: 0.0069902051472041935
submission_type: basic
model_repo: ChaiML/mn24b_v2preferwin2_qwen_bo16_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': 0.5487063506586216, 'latency_mean': 1.8223639440536499, 'latency_p50': 1.8265422582626343, 'latency_p90': 2.0128253698349}, {'batch_size': 3, 'throughput': 1.1127345331423624, 'latency_mean': 2.6812574744224547, 'latency_p50': 2.690311312675476, 'latency_p90': 2.9692113637924193}, {'batch_size': 5, 'throughput': 1.4425064170804731, 'latency_mean': 3.4422997415065764, 'latency_p50': 3.442751169204712, 'latency_p90': 3.914889693260193}, {'batch_size': 6, 'throughput': 1.537927917112632, 'latency_mean': 3.875998240709305, 'latency_p50': 3.887131690979004, 'latency_p90': 4.3528737783432}, {'batch_size': 8, 'throughput': 1.7106339962327057, 'latency_mean': 4.633917690515518, 'latency_p50': 4.617984890937805, 'latency_p90': 5.170702290534972}, {'batch_size': 10, 'throughput': 1.7937612723406042, 'latency_mean': 5.5141679894924165, 'latency_p50': 5.477315783500671, 'latency_p90': 6.323674106597901}]
gpu_counts: {'NVIDIA L40S': 1}
display_name: chaiml-mn24b-v2preferwi_29011_v5
is_internal_developer: False
language_model: ChaiML/mn24b_v2preferwin2_qwen_bo16_tune5
model_size: 24B
ranking_group: single
throughput_3p7s: 1.51
us_pacific_date: 2025-09-18
win_ratio: 0.5303568092658323
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-29011-v5-mkmlizer
Waiting for job on chaiml-mn24b-v2preferwi-29011-v5-mkmlizer to finish
chaiml-mn24b-v2preferwi-29011-v5-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
chaiml-mn24b-v2preferwi-29011-v5-mkmlizer: ║                                                                     ║
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chaiml-mn24b-v2preferwi-29011-v5-mkmlizer: ║  ░░░░░     ░░░░░  ░░░░░   ░░░░  ░░░░░                               ║
chaiml-mn24b-v2preferwi-29011-v5-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-29011-v5-mkmlizer: ║  Version: 0.30.2                                                    ║
chaiml-mn24b-v2preferwi-29011-v5-mkmlizer: ║  Features: FLYWHEEL, CUDA                                           ║
chaiml-mn24b-v2preferwi-29011-v5-mkmlizer: ║  Copyright 2023-2025 MK ONE TECHNOLOGIES Inc.                       ║
chaiml-mn24b-v2preferwi-29011-v5-mkmlizer: ║  https://mk1.ai                                                     ║
chaiml-mn24b-v2preferwi-29011-v5-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-29011-v5-mkmlizer: ║  The license key for the current software has been verified as      ║
chaiml-mn24b-v2preferwi-29011-v5-mkmlizer: ║  belonging to:                                                      ║
chaiml-mn24b-v2preferwi-29011-v5-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-29011-v5-mkmlizer: ║  Chai Research Corp.                                                ║
chaiml-mn24b-v2preferwi-29011-v5-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
chaiml-mn24b-v2preferwi-29011-v5-mkmlizer: ║  Expiration: 2028-03-31 23:59:59                                    ║
chaiml-mn24b-v2preferwi-29011-v5-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-29011-v5-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
chaiml-mn24b-v2preferwi-29011-v5-mkmlizer: Downloaded to shared memory in 60.755s
chaiml-mn24b-v2preferwi-29011-v5-mkmlizer: Checking if ChaiML/mn24b_v2preferwin2_qwen_bo16_tune5 already exists in ChaiML
chaiml-mn24b-v2preferwi-29011-v5-mkmlizer: quantizing model to /dev/shm/model_cache, profile:q4, folder:/tmp/tmptimdm18i, device:0
chaiml-mn24b-v2preferwi-29011-v5-mkmlizer: Saving flywheel model at /dev/shm/model_cache
chaiml-mn24b-v2preferwi-29011-v5-mkmlizer: quantized model in 292.809s
chaiml-mn24b-v2preferwi-29011-v5-mkmlizer: Processed model ChaiML/mn24b_v2preferwin2_qwen_bo16_tune5 in 353.565s
chaiml-mn24b-v2preferwi-29011-v5-mkmlizer: creating bucket guanaco-mkml-models
chaiml-mn24b-v2preferwi-29011-v5-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
chaiml-mn24b-v2preferwi-29011-v5-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-29011-v5/nvidia
chaiml-mn24b-v2preferwi-29011-v5-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-29011-v5/nvidia/config.json
chaiml-mn24b-v2preferwi-29011-v5-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-29011-v5/nvidia/special_tokens_map.json
chaiml-mn24b-v2preferwi-29011-v5-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-29011-v5/nvidia/tokenizer_config.json
chaiml-mn24b-v2preferwi-29011-v5-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-29011-v5/nvidia/tokenizer.json
chaiml-mn24b-v2preferwi-29011-v5-mkmlizer: cp /dev/shm/model_cache/flywheel_model.1.safetensors s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-29011-v5/nvidia/flywheel_model.1.safetensors
chaiml-mn24b-v2preferwi-29011-v5-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-29011-v5/nvidia/flywheel_model.0.safetensors
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Job chaiml-mn24b-v2preferwi-29011-v5-mkmlizer completed after 439.41s with status: succeeded
Stopping job with name chaiml-mn24b-v2preferwi-29011-v5-mkmlizer
Pipeline stage MKMLizer completed in 439.96s
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-29011-v5
Waiting for inference service chaiml-mn24b-v2preferwi-29011-v5 to be ready
Inference service chaiml-mn24b-v2preferwi-29011-v5 ready after 60.53039360046387s
Pipeline stage MKMLDeployer completed in 61.07s
run pipeline stage %s
Running pipeline stage StressChecker
Received healthy response to inference request in 2.0651590824127197s
Received healthy response to inference request in 1.5037574768066406s
Received healthy response to inference request in 1.9161148071289062s
Received healthy response to inference request in 2.0560038089752197s
Received healthy response to inference request in 1.5654222965240479s
5 requests
0 failed requests
5th percentile: 1.5160904407501221
10th percentile: 1.5284234046936036
20th percentile: 1.5530893325805664
30th percentile: 1.6355607986450196
40th percentile: 1.7758378028869628
50th percentile: 1.9161148071289062
60th percentile: 1.9720704078674316
70th percentile: 2.028026008605957
80th percentile: 2.0578348636627197
90th percentile: 2.0614969730377197
95th percentile: 2.0633280277252197
99th percentile: 2.0647928714752197
mean time: 1.8212914943695069
Pipeline stage StressChecker completed in 10.63s
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 0.69s
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 0.72s
Shutdown handler de-registered
chaiml-mn24b-v2preferwi_29011_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 0.14s
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-29011-v5-profiler
Waiting for inference service chaiml-mn24b-v2preferwi-29011-v5-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 3028.12s
Shutdown handler de-registered
chaiml-mn24b-v2preferwi_29011_v5 status is now inactive due to auto deactivation removed underperforming models
chaiml-mn24b-v2preferwi_29011_v5 status is now torndown due to DeploymentManager action