developer_uid: ChaiHarshitSheoran
submission_id: chaiml-mn24b-v2preferwi_34844_v5
model_name: chaiml-mn24b-v2preferwi_34844_v5
model_group: ChaiML/mn24b_v2preferwin
status: torndown
timestamp: 2025-09-21T17:16:24+00:00
num_battles: 5725
num_wins: 3028
celo_rating: 1287.33
family_friendly_score: 0.5664
family_friendly_standard_error: 0.007008438342455472
submission_type: basic
model_repo: ChaiML/mn24b_v2preferwin2_qwen_bo16_filt4_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': 0.5468560523821286, 'latency_mean': 1.8285303378105164, 'latency_p50': 1.8285051584243774, 'latency_p90': 2.026566910743713}, {'batch_size': 3, 'throughput': 1.114317110261141, 'latency_mean': 2.6885064482688903, 'latency_p50': 2.6857064962387085, 'latency_p90': 2.97190887928009}, {'batch_size': 5, 'throughput': 1.4294258597723117, 'latency_mean': 3.4723256576061248, 'latency_p50': 3.5140082836151123, 'latency_p90': 3.9363026857376098}, {'batch_size': 6, 'throughput': 1.5433778718652431, 'latency_mean': 3.8663797533512114, 'latency_p50': 3.8740397691726685, 'latency_p90': 4.3622077941894535}, {'batch_size': 8, 'throughput': 1.6982688701464586, 'latency_mean': 4.666648608446121, 'latency_p50': 4.634333252906799, 'latency_p90': 5.32109763622284}, {'batch_size': 10, 'throughput': 1.7667824570181652, 'latency_mean': 5.585500296354294, 'latency_p50': 5.617751598358154, 'latency_p90': 6.424105787277222}]
gpu_counts: {'NVIDIA L40S': 1}
display_name: chaiml-mn24b-v2preferwi_34844_v5
is_internal_developer: False
language_model: ChaiML/mn24b_v2preferwin2_qwen_bo16_filt4_tune3
model_size: 24B
ranking_group: single
throughput_3p7s: 1.51
us_pacific_date: 2025-09-21
win_ratio: 0.5289082969432315
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-34844-v5-mkmlizer
Waiting for job on chaiml-mn24b-v2preferwi-34844-v5-mkmlizer to finish
chaiml-mn24b-v2preferwi-34844-v5-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
chaiml-mn24b-v2preferwi-34844-v5-mkmlizer: ║                                                                     ║
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chaiml-mn24b-v2preferwi-34844-v5-mkmlizer: ║   ░███░█████░███   ░███  ███     ░███                               ║
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chaiml-mn24b-v2preferwi-34844-v5-mkmlizer: ║   ░███      ░███   ░███ ░░███    ░███                               ║
chaiml-mn24b-v2preferwi-34844-v5-mkmlizer: ║   █████     █████  █████ ░░████  █████                              ║
chaiml-mn24b-v2preferwi-34844-v5-mkmlizer: ║  ░░░░░     ░░░░░  ░░░░░   ░░░░  ░░░░░                               ║
chaiml-mn24b-v2preferwi-34844-v5-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-34844-v5-mkmlizer: ║  Version: 0.30.2                                                    ║
chaiml-mn24b-v2preferwi-34844-v5-mkmlizer: ║  Features: FLYWHEEL, CUDA                                           ║
chaiml-mn24b-v2preferwi-34844-v5-mkmlizer: ║  Copyright 2023-2025 MK ONE TECHNOLOGIES Inc.                       ║
chaiml-mn24b-v2preferwi-34844-v5-mkmlizer: ║  https://mk1.ai                                                     ║
chaiml-mn24b-v2preferwi-34844-v5-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-34844-v5-mkmlizer: ║  The license key for the current software has been verified as      ║
chaiml-mn24b-v2preferwi-34844-v5-mkmlizer: ║  belonging to:                                                      ║
chaiml-mn24b-v2preferwi-34844-v5-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-34844-v5-mkmlizer: ║  Chai Research Corp.                                                ║
chaiml-mn24b-v2preferwi-34844-v5-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
chaiml-mn24b-v2preferwi-34844-v5-mkmlizer: ║  Expiration: 2028-03-31 23:59:59                                    ║
chaiml-mn24b-v2preferwi-34844-v5-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-34844-v5-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
chaiml-mn24b-v2preferwi-34844-v5-mkmlizer: Downloaded to shared memory in 44.981s
chaiml-mn24b-v2preferwi-34844-v5-mkmlizer: Checking if ChaiML/mn24b_v2preferwin2_qwen_bo16_filt4_tune3 already exists in ChaiML
chaiml-mn24b-v2preferwi-34844-v5-mkmlizer: quantizing model to /dev/shm/model_cache, profile:q4, folder:/tmp/tmpz5u3iguv, device:0
chaiml-mn24b-v2preferwi-34844-v5-mkmlizer: Saving flywheel model at /dev/shm/model_cache
chaiml-mn24b-v2preferwi-34844-v5-mkmlizer: quantized model in 285.595s
chaiml-mn24b-v2preferwi-34844-v5-mkmlizer: Processed model ChaiML/mn24b_v2preferwin2_qwen_bo16_filt4_tune3 in 330.576s
chaiml-mn24b-v2preferwi-34844-v5-mkmlizer: creating bucket guanaco-mkml-models
chaiml-mn24b-v2preferwi-34844-v5-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
chaiml-mn24b-v2preferwi-34844-v5-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-34844-v5/nvidia
chaiml-mn24b-v2preferwi-34844-v5-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-34844-v5/nvidia/config.json
chaiml-mn24b-v2preferwi-34844-v5-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-34844-v5/nvidia/special_tokens_map.json
chaiml-mn24b-v2preferwi-34844-v5-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-34844-v5/nvidia/tokenizer_config.json
chaiml-mn24b-v2preferwi-34844-v5-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-34844-v5/nvidia/tokenizer.json
chaiml-mn24b-v2preferwi-34844-v5-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-34844-v5/nvidia/flywheel_model.0.safetensors
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Job chaiml-mn24b-v2preferwi-34844-v5-mkmlizer completed after 428.34s with status: succeeded
Stopping job with name chaiml-mn24b-v2preferwi-34844-v5-mkmlizer
Pipeline stage MKMLizer completed in 428.83s
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-34844-v5
Waiting for inference service chaiml-mn24b-v2preferwi-34844-v5 to be ready
Inference service chaiml-mn24b-v2preferwi-34844-v5 ready after 60.338106870651245s
Pipeline stage MKMLDeployer completed in 60.88s
run pipeline stage %s
Running pipeline stage StressChecker
Received healthy response to inference request in 2.4568138122558594s
Received healthy response to inference request in 1.715198040008545s
Received healthy response to inference request in 1.5636029243469238s
Received healthy response to inference request in 1.533146858215332s
Received healthy response to inference request in 1.7576956748962402s
5 requests
0 failed requests
5th percentile: 1.5392380714416505
10th percentile: 1.5453292846679687
20th percentile: 1.5575117111206054
30th percentile: 1.593921947479248
40th percentile: 1.6545599937438964
50th percentile: 1.715198040008545
60th percentile: 1.732197093963623
70th percentile: 1.7491961479187013
80th percentile: 1.8975193023681642
90th percentile: 2.177166557312012
95th percentile: 2.3169901847839354
99th percentile: 2.4288490867614745
mean time: 1.8052914619445801
Pipeline stage StressChecker completed in 10.48s
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 0.68s
Shutdown handler de-registered
chaiml-mn24b-v2preferwi_34844_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 0.10s
run pipeline stage %s
Running pipeline stage MKMLProfilerDeployer
Creating inference service chaiml-mn24b-v2preferwi-34844-v5-profiler
Waiting for inference service chaiml-mn24b-v2preferwi-34844-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 3040.88s
Shutdown handler de-registered
chaiml-mn24b-v2preferwi_34844_v5 status is now inactive due to auto deactivation removed underperforming models
chaiml-mn24b-v2preferwi_34844_v5 status is now torndown due to DeploymentManager action