developer_uid: ChaiHarshitSheoran
submission_id: chaiml-mn24b-v2preferwi_89905_v5
model_name: chaiml-mn24b-v2preferwi_89905_v5
model_group: ChaiML/mn24b_v2preferwin
status: torndown
timestamp: 2025-09-23T17:33:03+00:00
num_battles: 6021
num_wins: 3162
celo_rating: 1280.83
family_friendly_score: 0.5444
family_friendly_standard_error: 0.0070431333935969155
submission_type: basic
model_repo: ChaiML/mn24b_v2preferwin2_qwen_nonl_bo1_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': 0.5462595263966852, 'latency_mean': 1.8305069196224213, 'latency_p50': 1.8440414667129517, 'latency_p90': 2.022487449645996}, {'batch_size': 3, 'throughput': 1.1083084838470798, 'latency_mean': 2.6999098658561707, 'latency_p50': 2.697347402572632, 'latency_p90': 2.9642608404159545}, {'batch_size': 5, 'throughput': 1.4396380511134794, 'latency_mean': 3.453940659761429, 'latency_p50': 3.420464277267456, 'latency_p90': 3.8713817834854125}, {'batch_size': 6, 'throughput': 1.5301050182636025, 'latency_mean': 3.889690108299255, 'latency_p50': 3.8897145986557007, 'latency_p90': 4.4536831140518185}, {'batch_size': 8, 'throughput': 1.695190356938069, 'latency_mean': 4.67856892824173, 'latency_p50': 4.698392152786255, 'latency_p90': 5.318007183074951}, {'batch_size': 10, 'throughput': 1.76502008281262, 'latency_mean': 5.599572658538818, 'latency_p50': 5.630360126495361, 'latency_p90': 6.451355266571045}]
gpu_counts: {'NVIDIA L40S': 1}
display_name: chaiml-mn24b-v2preferwi_89905_v5
is_internal_developer: False
language_model: ChaiML/mn24b_v2preferwin2_qwen_nonl_bo1_tune3
model_size: 24B
ranking_group: single
throughput_3p7s: 1.5
us_pacific_date: 2025-09-23
win_ratio: 0.5251619332336821
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-89905-v5-mkmlizer
Waiting for job on chaiml-mn24b-v2preferwi-89905-v5-mkmlizer to finish
chaiml-mn24b-v2preferwi-89905-v5-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
chaiml-mn24b-v2preferwi-89905-v5-mkmlizer: ║                                                                     ║
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chaiml-mn24b-v2preferwi-89905-v5-mkmlizer: ║   █████     █████  █████ ░░████  █████                              ║
chaiml-mn24b-v2preferwi-89905-v5-mkmlizer: ║  ░░░░░     ░░░░░  ░░░░░   ░░░░  ░░░░░                               ║
chaiml-mn24b-v2preferwi-89905-v5-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-89905-v5-mkmlizer: ║  Version: 0.30.2                                                    ║
chaiml-mn24b-v2preferwi-89905-v5-mkmlizer: ║  Features: FLYWHEEL, CUDA                                           ║
chaiml-mn24b-v2preferwi-89905-v5-mkmlizer: ║  Copyright 2023-2025 MK ONE TECHNOLOGIES Inc.                       ║
chaiml-mn24b-v2preferwi-89905-v5-mkmlizer: ║  https://mk1.ai                                                     ║
chaiml-mn24b-v2preferwi-89905-v5-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-89905-v5-mkmlizer: ║  The license key for the current software has been verified as      ║
chaiml-mn24b-v2preferwi-89905-v5-mkmlizer: ║  belonging to:                                                      ║
chaiml-mn24b-v2preferwi-89905-v5-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-89905-v5-mkmlizer: ║  Chai Research Corp.                                                ║
chaiml-mn24b-v2preferwi-89905-v5-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
chaiml-mn24b-v2preferwi-89905-v5-mkmlizer: ║  Expiration: 2028-03-31 23:59:59                                    ║
chaiml-mn24b-v2preferwi-89905-v5-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-89905-v5-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
chaiml-mn24b-v2preferwi-89905-v5-mkmlizer: Downloaded to shared memory in 46.132s
chaiml-mn24b-v2preferwi-89905-v5-mkmlizer: Checking if ChaiML/mn24b_v2preferwin2_qwen_nonl_bo1_tune3 already exists in ChaiML
chaiml-mn24b-v2preferwi-89905-v5-mkmlizer: quantizing model to /dev/shm/model_cache, profile:q4, folder:/tmp/tmp6_kt56xq, device:0
chaiml-mn24b-v2preferwi-89905-v5-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-89905-v5-mkmlizer: quantized model in 287.097s
chaiml-mn24b-v2preferwi-89905-v5-mkmlizer: Processed model ChaiML/mn24b_v2preferwin2_qwen_nonl_bo1_tune3 in 333.230s
chaiml-mn24b-v2preferwi-89905-v5-mkmlizer: creating bucket guanaco-mkml-models
chaiml-mn24b-v2preferwi-89905-v5-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
chaiml-mn24b-v2preferwi-89905-v5-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-89905-v5/nvidia
chaiml-mn24b-v2preferwi-89905-v5-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-89905-v5/nvidia/config.json
chaiml-mn24b-v2preferwi-89905-v5-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-89905-v5/nvidia/special_tokens_map.json
chaiml-mn24b-v2preferwi-89905-v5-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-89905-v5/nvidia/tokenizer_config.json
chaiml-mn24b-v2preferwi-89905-v5-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-89905-v5/nvidia/tokenizer.json
chaiml-mn24b-v2preferwi-89905-v5-mkmlizer: cp /dev/shm/model_cache/flywheel_model.1.safetensors s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-89905-v5/nvidia/flywheel_model.1.safetensors
chaiml-mn24b-v2preferwi-89905-v5-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-89905-v5/nvidia/flywheel_model.0.safetensors
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Job chaiml-mn24b-v2preferwi-89905-v5-mkmlizer completed after 397.54s with status: succeeded
Stopping job with name chaiml-mn24b-v2preferwi-89905-v5-mkmlizer
Pipeline stage MKMLizer completed in 398.02s
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-89905-v5
Waiting for inference service chaiml-mn24b-v2preferwi-89905-v5 to be ready
Inference service chaiml-mn24b-v2preferwi-89905-v5 ready after 60.40323066711426s
Pipeline stage MKMLDeployer completed in 61.02s
run pipeline stage %s
Running pipeline stage StressChecker
Received healthy response to inference request in 2.1465518474578857s
Received healthy response to inference request in 2.1110403537750244s
Received healthy response to inference request in 1.9601540565490723s
Received healthy response to inference request in 2.7087838649749756s
Received healthy response to inference request in 2.021275520324707s
5 requests
0 failed requests
5th percentile: 1.9723783493041993
10th percentile: 1.9846026420593261
20th percentile: 2.00905122756958
30th percentile: 2.0392284870147703
40th percentile: 2.0751344203948974
50th percentile: 2.1110403537750244
60th percentile: 2.125244951248169
70th percentile: 2.1394495487213137
80th percentile: 2.258998250961304
90th percentile: 2.4838910579681395
95th percentile: 2.5963374614715575
99th percentile: 2.686294584274292
mean time: 2.189561128616333
Pipeline stage StressChecker completed in 12.27s
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 0.69s
Shutdown handler de-registered
chaiml-mn24b-v2preferwi_89905_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 0.11s
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-89905-v5-profiler
Waiting for inference service chaiml-mn24b-v2preferwi-89905-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 2877.67s
Shutdown handler de-registered
chaiml-mn24b-v2preferwi_89905_v5 status is now inactive due to auto deactivation removed underperforming models
chaiml-mn24b-v2preferwi_89905_v5 status is now torndown due to DeploymentManager action