developer_uid: ChaiHarshitSheoran
submission_id: chaiml-mn24b-v2preferwi_16530_v4
model_name: chaiml-mn24b-v2preferwi_16530_v4
model_group: ChaiML/mn24b_v2preferwin
status: torndown
timestamp: 2025-09-19T05:31:23+00:00
num_battles: 5147
num_wins: 2587
celo_rating: 1259.8
family_friendly_score: 0.562
family_friendly_standard_error: 0.00701649485141976
submission_type: basic
model_repo: ChaiML/mn24b_v2preferwin2_qwen_bo16_valfilt_tune4
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': 0.5502325984318419, 'latency_mean': 1.8172883737087249, 'latency_p50': 1.8316797018051147, 'latency_p90': 2.0305383443832397}, {'batch_size': 3, 'throughput': 1.1069854084310324, 'latency_mean': 2.700107831954956, 'latency_p50': 2.6970709562301636, 'latency_p90': 2.970601463317871}, {'batch_size': 5, 'throughput': 1.4172228129526716, 'latency_mean': 3.505772730112076, 'latency_p50': 3.51134192943573, 'latency_p90': 3.948540472984314}, {'batch_size': 6, 'throughput': 1.5369093646189589, 'latency_mean': 3.8770700693130493, 'latency_p50': 3.895015239715576, 'latency_p90': 4.429514956474304}, {'batch_size': 8, 'throughput': 1.6813000588696976, 'latency_mean': 4.721404556035996, 'latency_p50': 4.701804041862488, 'latency_p90': 5.500460386276245}, {'batch_size': 10, 'throughput': 1.7728212300725472, 'latency_mean': 5.596653738021851, 'latency_p50': 5.623973608016968, 'latency_p90': 6.479073858261108}]
gpu_counts: {'NVIDIA L40S': 1}
display_name: chaiml-mn24b-v2preferwi_16530_v4
ineligible_reason: num_battles<10000
is_internal_developer: False
language_model: ChaiML/mn24b_v2preferwin2_qwen_bo16_valfilt_tune4
model_size: 24B
ranking_group: single
throughput_3p7s: 1.49
us_pacific_date: 2025-09-18
win_ratio: 0.50262288711871
generation_params: {'temperature': 0.75, '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-16530-v4-mkmlizer
Waiting for job on chaiml-mn24b-v2preferwi-16530-v4-mkmlizer to finish
chaiml-mn24b-v2preferwi-16530-v4-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
chaiml-mn24b-v2preferwi-16530-v4-mkmlizer: ║                                                                     ║
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chaiml-mn24b-v2preferwi-16530-v4-mkmlizer: ║   ░███░█████░███   ░███  ███     ░███                               ║
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chaiml-mn24b-v2preferwi-16530-v4-mkmlizer: ║   ░███      ░███   ░███ ░░███    ░███                               ║
chaiml-mn24b-v2preferwi-16530-v4-mkmlizer: ║   █████     █████  █████ ░░████  █████                              ║
chaiml-mn24b-v2preferwi-16530-v4-mkmlizer: ║  ░░░░░     ░░░░░  ░░░░░   ░░░░  ░░░░░                               ║
chaiml-mn24b-v2preferwi-16530-v4-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-16530-v4-mkmlizer: ║  Version: 0.30.2                                                    ║
chaiml-mn24b-v2preferwi-16530-v4-mkmlizer: ║  Features: FLYWHEEL, CUDA                                           ║
chaiml-mn24b-v2preferwi-16530-v4-mkmlizer: ║  Copyright 2023-2025 MK ONE TECHNOLOGIES Inc.                       ║
chaiml-mn24b-v2preferwi-16530-v4-mkmlizer: ║  https://mk1.ai                                                     ║
chaiml-mn24b-v2preferwi-16530-v4-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-16530-v4-mkmlizer: ║  The license key for the current software has been verified as      ║
chaiml-mn24b-v2preferwi-16530-v4-mkmlizer: ║  belonging to:                                                      ║
chaiml-mn24b-v2preferwi-16530-v4-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-16530-v4-mkmlizer: ║  Chai Research Corp.                                                ║
chaiml-mn24b-v2preferwi-16530-v4-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
chaiml-mn24b-v2preferwi-16530-v4-mkmlizer: ║  Expiration: 2028-03-31 23:59:59                                    ║
chaiml-mn24b-v2preferwi-16530-v4-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-16530-v4-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
chaiml-mn24b-v2preferwi-16530-v4-mkmlizer: Downloaded to shared memory in 56.935s
chaiml-mn24b-v2preferwi-16530-v4-mkmlizer: Checking if ChaiML/mn24b_v2preferwin2_qwen_bo16_valfilt_tune4 already exists in ChaiML
chaiml-mn24b-v2preferwi-16530-v4-mkmlizer: quantizing model to /dev/shm/model_cache, profile:q4, folder:/tmp/tmp69fekuqk, device:0
chaiml-mn24b-v2preferwi-16530-v4-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-16530-v4-mkmlizer: quantized model in 286.244s
chaiml-mn24b-v2preferwi-16530-v4-mkmlizer: Processed model ChaiML/mn24b_v2preferwin2_qwen_bo16_valfilt_tune4 in 343.180s
chaiml-mn24b-v2preferwi-16530-v4-mkmlizer: creating bucket guanaco-mkml-models
chaiml-mn24b-v2preferwi-16530-v4-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
chaiml-mn24b-v2preferwi-16530-v4-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-16530-v4/nvidia
chaiml-mn24b-v2preferwi-16530-v4-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-16530-v4/nvidia/special_tokens_map.json
chaiml-mn24b-v2preferwi-16530-v4-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-16530-v4/nvidia/config.json
chaiml-mn24b-v2preferwi-16530-v4-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-16530-v4/nvidia/tokenizer_config.json
chaiml-mn24b-v2preferwi-16530-v4-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-16530-v4/nvidia/tokenizer.json
chaiml-mn24b-v2preferwi-16530-v4-mkmlizer: cp /dev/shm/model_cache/flywheel_model.1.safetensors s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-16530-v4/nvidia/flywheel_model.1.safetensors
chaiml-mn24b-v2preferwi-16530-v4-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-16530-v4/nvidia/flywheel_model.0.safetensors
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Job chaiml-mn24b-v2preferwi-16530-v4-mkmlizer completed after 449.19s with status: succeeded
Stopping job with name chaiml-mn24b-v2preferwi-16530-v4-mkmlizer
Pipeline stage MKMLizer completed in 449.67s
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-16530-v4
Waiting for inference service chaiml-mn24b-v2preferwi-16530-v4 to be ready
Inference service chaiml-mn24b-v2preferwi-16530-v4 ready after 60.32039952278137s
Pipeline stage MKMLDeployer completed in 60.82s
run pipeline stage %s
Running pipeline stage StressChecker
Received healthy response to inference request in 1.997788667678833s
Received healthy response to inference request in 2.1981794834136963s
Received healthy response to inference request in 1.9813389778137207s
Received healthy response to inference request in 2.1047332286834717s
Received healthy response to inference request in 1.1390354633331299s
5 requests
0 failed requests
5th percentile: 1.3074961662292481
10th percentile: 1.4759568691253662
20th percentile: 1.8128782749176027
30th percentile: 1.9846289157867432
40th percentile: 1.991208791732788
50th percentile: 1.997788667678833
60th percentile: 2.0405664920806883
70th percentile: 2.083344316482544
80th percentile: 2.1234224796295167
90th percentile: 2.1608009815216063
95th percentile: 2.1794902324676513
99th percentile: 2.1944416332244874
mean time: 1.8842151641845704
Pipeline stage StressChecker completed in 10.98s
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 0.67s
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 2.61s
Shutdown handler de-registered
chaiml-mn24b-v2preferwi_16530_v4 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 0.17s
run pipeline stage %s
Running pipeline stage MKMLProfilerTemplater
Pipeline stage MKMLProfilerTemplater completed in 0.16s
run pipeline stage %s
Running pipeline stage MKMLProfilerDeployer
Creating inference service chaiml-mn24b-v2preferwi-16530-v4-profiler
Waiting for inference service chaiml-mn24b-v2preferwi-16530-v4-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 2663.06s
Shutdown handler de-registered
chaiml-mn24b-v2preferwi_16530_v4 status is now inactive due to auto deactivation removed underperforming models
chaiml-mn24b-v2preferwi_16530_v4 status is now torndown due to DeploymentManager action