developer_uid: ChaiHarshitSheoran
submission_id: chaiml-mn24b-v2preferwi_77546_v3
model_name: chaiml-mn24b-v2preferwi_77546_v3
model_group: ChaiML/mn24b_v2preferwin
status: torndown
timestamp: 2025-09-30T09:56:44+00:00
num_battles: 5579
num_wins: 2657
celo_rating: 1245.32
family_friendly_score: 0.0
family_friendly_standard_error: 0.0
submission_type: basic
model_repo: ChaiML/mn24b_v2preferwin2_qwen_nonl_bo1_fft4
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': 0.5483193942273824, 'latency_mean': 1.8236274421215057, 'latency_p50': 1.8203421831130981, 'latency_p90': 2.007532072067261}, {'batch_size': 3, 'throughput': 1.1117121036555846, 'latency_mean': 2.688622616529465, 'latency_p50': 2.698475956916809, 'latency_p90': 2.964164900779724}, {'batch_size': 5, 'throughput': 1.4343975513031282, 'latency_mean': 3.476360591650009, 'latency_p50': 3.4790271520614624, 'latency_p90': 3.9715848207473754}, {'batch_size': 6, 'throughput': 1.5294151406379164, 'latency_mean': 3.8868376564979554, 'latency_p50': 3.8803391456604004, 'latency_p90': 4.405654454231263}, {'batch_size': 8, 'throughput': 1.6867554947170065, 'latency_mean': 4.725141068696976, 'latency_p50': 4.705078125, 'latency_p90': 5.405756258964539}, {'batch_size': 10, 'throughput': 1.7513541320443677, 'latency_mean': 5.658675308227539, 'latency_p50': 5.660811424255371, 'latency_p90': 6.445922446250916}]
gpu_counts: {'NVIDIA L40S': 1}
display_name: chaiml-mn24b-v2preferwi_77546_v3
is_internal_developer: False
language_model: ChaiML/mn24b_v2preferwin2_qwen_nonl_bo1_fft4
model_size: 24B
ranking_group: single
throughput_3p7s: 1.5
us_pacific_date: 2025-09-30
win_ratio: 0.4762502240544901
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-77546-v3-mkmlizer
Waiting for job on chaiml-mn24b-v2preferwi-77546-v3-mkmlizer to finish
chaiml-mn24b-v2preferwi-77546-v3-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
chaiml-mn24b-v2preferwi-77546-v3-mkmlizer: ║                                                                     ║
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chaiml-mn24b-v2preferwi-77546-v3-mkmlizer: ║   ░███░█████░███   ░███  ███     ░███                               ║
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chaiml-mn24b-v2preferwi-77546-v3-mkmlizer: ║   ░███      ░███   ░███ ░░███    ░███                               ║
chaiml-mn24b-v2preferwi-77546-v3-mkmlizer: ║   █████     █████  █████ ░░████  █████                              ║
chaiml-mn24b-v2preferwi-77546-v3-mkmlizer: ║  ░░░░░     ░░░░░  ░░░░░   ░░░░  ░░░░░                               ║
chaiml-mn24b-v2preferwi-77546-v3-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-77546-v3-mkmlizer: ║  Version: 0.30.2                                                    ║
chaiml-mn24b-v2preferwi-77546-v3-mkmlizer: ║  Features: FLYWHEEL, CUDA                                           ║
chaiml-mn24b-v2preferwi-77546-v3-mkmlizer: ║  Copyright 2023-2025 MK ONE TECHNOLOGIES Inc.                       ║
chaiml-mn24b-v2preferwi-77546-v3-mkmlizer: ║  https://mk1.ai                                                     ║
chaiml-mn24b-v2preferwi-77546-v3-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-77546-v3-mkmlizer: ║  The license key for the current software has been verified as      ║
chaiml-mn24b-v2preferwi-77546-v3-mkmlizer: ║  belonging to:                                                      ║
chaiml-mn24b-v2preferwi-77546-v3-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-77546-v3-mkmlizer: ║  Chai Research Corp.                                                ║
chaiml-mn24b-v2preferwi-77546-v3-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
chaiml-mn24b-v2preferwi-77546-v3-mkmlizer: ║  Expiration: 2028-03-31 23:59:59                                    ║
chaiml-mn24b-v2preferwi-77546-v3-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-77546-v3-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
chaiml-mn24b-v2preferwi-77546-v3-mkmlizer: Downloaded to shared memory in 49.949s
chaiml-mn24b-v2preferwi-77546-v3-mkmlizer: Checking if ChaiML/mn24b_v2preferwin2_qwen_nonl_bo1_fft4 already exists in ChaiML
chaiml-mn24b-v2preferwi-77546-v3-mkmlizer: quantizing model to /dev/shm/model_cache, profile:q4, folder:/tmp/tmpnl_y3lai, device:0
chaiml-mn24b-v2preferwi-77546-v3-mkmlizer: Saving flywheel model at /dev/shm/model_cache
chaiml-mn24b-v2preferwi-77546-v3-mkmlizer: quantized model in 286.003s
chaiml-mn24b-v2preferwi-77546-v3-mkmlizer: Processed model ChaiML/mn24b_v2preferwin2_qwen_nonl_bo1_fft4 in 335.953s
chaiml-mn24b-v2preferwi-77546-v3-mkmlizer: creating bucket guanaco-mkml-models
chaiml-mn24b-v2preferwi-77546-v3-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
chaiml-mn24b-v2preferwi-77546-v3-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-77546-v3/nvidia
chaiml-mn24b-v2preferwi-77546-v3-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-77546-v3/nvidia/config.json
chaiml-mn24b-v2preferwi-77546-v3-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-77546-v3/nvidia/tokenizer_config.json
chaiml-mn24b-v2preferwi-77546-v3-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-77546-v3/nvidia/special_tokens_map.json
chaiml-mn24b-v2preferwi-77546-v3-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-77546-v3/nvidia/tokenizer.json
chaiml-mn24b-v2preferwi-77546-v3-mkmlizer: cp /dev/shm/model_cache/flywheel_model.1.safetensors s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-77546-v3/nvidia/flywheel_model.1.safetensors
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-77546-v3-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-77546-v3/nvidia/flywheel_model.0.safetensors
chaiml-mn24b-v2preferwi-77546-v3-mkmlizer: 
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Job chaiml-mn24b-v2preferwi-77546-v3-mkmlizer completed after 458.58s with status: succeeded
Stopping job with name chaiml-mn24b-v2preferwi-77546-v3-mkmlizer
Pipeline stage MKMLizer completed in 459.11s
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-77546-v3
Waiting for inference service chaiml-mn24b-v2preferwi-77546-v3 to be ready
Inference service chaiml-mn24b-v2preferwi-77546-v3 ready after 60.2759108543396s
Pipeline stage MKMLDeployer completed in 60.87s
run pipeline stage %s
Running pipeline stage StressChecker
Received healthy response to inference request in 2.4081597328186035s
Received healthy response to inference request in 1.8049960136413574s
Received healthy response to inference request in 2.0879437923431396s
Received healthy response to inference request in 1.942563533782959s
Received healthy response to inference request in 2.0692615509033203s
5 requests
0 failed requests
5th percentile: 1.8325095176696777
10th percentile: 1.860023021697998
20th percentile: 1.9150500297546387
30th percentile: 1.9679031372070312
40th percentile: 2.018582344055176
50th percentile: 2.0692615509033203
60th percentile: 2.076734447479248
70th percentile: 2.0842073440551756
80th percentile: 2.1519869804382323
90th percentile: 2.280073356628418
95th percentile: 2.344116544723511
99th percentile: 2.395351095199585
mean time: 2.062584924697876
Pipeline stage StressChecker completed in 11.88s
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 0.98s
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 0.71s
Shutdown handler de-registered
chaiml-mn24b-v2preferwi_77546_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 0.10s
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-77546-v3-profiler
Waiting for inference service chaiml-mn24b-v2preferwi-77546-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
%s, retrying in %s seconds...
Evaluating %s Family Friendly Score with %s threads
Pipeline stage OfflineFamilyFriendlyScorer completed in 9931.77s
Shutdown handler de-registered
chaiml-mn24b-v2preferwi_77546_v3 status is now torndown due to DeploymentManager action