chaiml-mn24b-v2preferwin_7980

developer_uid: ChaiHarshitSheoran
submission_id: chaiml-mn24b-v2preferwin_7980_v3
model_name: chaiml-mn24b-v2preferwin_7980_v3
model_group: ChaiML/mn24b_v2preferwin
status: torndown
timestamp: 2025-09-19T05:52:33+00:00
num_battles: 5954
num_wins: 3017
celo_rating: 1262.25
family_friendly_score: 0.5866
family_friendly_standard_error: 0.0069642004566209895
submission_type: basic
model_repo: ChaiML/mn24b_v2preferwin2_qwen_bo16_valfilt_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': 0.5505557476476064, 'latency_mean': 1.816245868206024, 'latency_p50': 1.8274309635162354, 'latency_p90': 1.9990257740020752}, {'batch_size': 3, 'throughput': 1.117728226036085, 'latency_mean': 2.6796854722499845, 'latency_p50': 2.6664681434631348, 'latency_p90': 2.9593485116958615}, {'batch_size': 5, 'throughput': 1.446534974364992, 'latency_mean': 3.4488146924972534, 'latency_p50': 3.4464828968048096, 'latency_p90': 3.8540456295013428}, {'batch_size': 6, 'throughput': 1.5492649017834104, 'latency_mean': 3.8498347926139833, 'latency_p50': 3.8722310066223145, 'latency_p90': 4.323095273971558}, {'batch_size': 8, 'throughput': 1.727558252288774, 'latency_mean': 4.6063291251659395, 'latency_p50': 4.637534976005554, 'latency_p90': 5.283386635780334}, {'batch_size': 10, 'throughput': 1.810807822712555, 'latency_mean': 5.483457593917847, 'latency_p50': 5.482215404510498, 'latency_p90': 6.275789260864258}]
gpu_counts: {'NVIDIA L40S': 1}
display_name: chaiml-mn24b-v2preferwin_7980_v3
is_internal_developer: False
language_model: ChaiML/mn24b_v2preferwin2_qwen_bo16_valfilt_tune5
model_size: 24B
ranking_group: single
throughput_3p7s: 1.52
us_pacific_date: 2025-09-18
win_ratio: 0.5067181726570373
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-v2preferwin-7980-v3-mkmlizer
Waiting for job on chaiml-mn24b-v2preferwin-7980-v3-mkmlizer to finish
chaiml-mn24b-v2preferwin-7980-v3-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
chaiml-mn24b-v2preferwin-7980-v3-mkmlizer: ║                                                                     ║
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chaiml-mn24b-v2preferwin-7980-v3-mkmlizer: ║   █████     █████  █████ ░░████  █████                              ║
chaiml-mn24b-v2preferwin-7980-v3-mkmlizer: ║  ░░░░░     ░░░░░  ░░░░░   ░░░░  ░░░░░                               ║
chaiml-mn24b-v2preferwin-7980-v3-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwin-7980-v3-mkmlizer: ║  Version: 0.30.2                                                    ║
chaiml-mn24b-v2preferwin-7980-v3-mkmlizer: ║  Features: FLYWHEEL, CUDA                                           ║
chaiml-mn24b-v2preferwin-7980-v3-mkmlizer: ║  Copyright 2023-2025 MK ONE TECHNOLOGIES Inc.                       ║
chaiml-mn24b-v2preferwin-7980-v3-mkmlizer: ║  https://mk1.ai                                                     ║
chaiml-mn24b-v2preferwin-7980-v3-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwin-7980-v3-mkmlizer: ║  The license key for the current software has been verified as      ║
chaiml-mn24b-v2preferwin-7980-v3-mkmlizer: ║  belonging to:                                                      ║
chaiml-mn24b-v2preferwin-7980-v3-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwin-7980-v3-mkmlizer: ║  Chai Research Corp.                                                ║
chaiml-mn24b-v2preferwin-7980-v3-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
chaiml-mn24b-v2preferwin-7980-v3-mkmlizer: ║  Expiration: 2028-03-31 23:59:59                                    ║
chaiml-mn24b-v2preferwin-7980-v3-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwin-7980-v3-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
chaiml-mn24b-v2preferwin-7980-v3-mkmlizer: Downloaded to shared memory in 58.126s
chaiml-mn24b-v2preferwin-7980-v3-mkmlizer: Checking if ChaiML/mn24b_v2preferwin2_qwen_bo16_valfilt_tune5 already exists in ChaiML
chaiml-mn24b-v2preferwin-7980-v3-mkmlizer: quantizing model to /dev/shm/model_cache, profile:q4, folder:/tmp/tmpfvvez26g, device:0
chaiml-mn24b-v2preferwin-7980-v3-mkmlizer: Saving flywheel model at /dev/shm/model_cache
chaiml-mn24b-v2preferwin-7980-v3-mkmlizer: quantized model in 287.606s
chaiml-mn24b-v2preferwin-7980-v3-mkmlizer: Processed model ChaiML/mn24b_v2preferwin2_qwen_bo16_valfilt_tune5 in 345.733s
chaiml-mn24b-v2preferwin-7980-v3-mkmlizer: creating bucket guanaco-mkml-models
chaiml-mn24b-v2preferwin-7980-v3-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
chaiml-mn24b-v2preferwin-7980-v3-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/chaiml-mn24b-v2preferwin-7980-v3/nvidia
chaiml-mn24b-v2preferwin-7980-v3-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwin-7980-v3/nvidia/config.json
chaiml-mn24b-v2preferwin-7980-v3-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwin-7980-v3/nvidia/special_tokens_map.json
chaiml-mn24b-v2preferwin-7980-v3-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwin-7980-v3/nvidia/tokenizer_config.json
chaiml-mn24b-v2preferwin-7980-v3-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwin-7980-v3/nvidia/tokenizer.json
chaiml-mn24b-v2preferwin-7980-v3-mkmlizer: cp /dev/shm/model_cache/flywheel_model.1.safetensors s3://guanaco-mkml-models/chaiml-mn24b-v2preferwin-7980-v3/nvidia/flywheel_model.1.safetensors
chaiml-mn24b-v2preferwin-7980-v3-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/chaiml-mn24b-v2preferwin-7980-v3/nvidia/flywheel_model.0.safetensors
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Job chaiml-mn24b-v2preferwin-7980-v3-mkmlizer completed after 470.47s with status: succeeded
Stopping job with name chaiml-mn24b-v2preferwin-7980-v3-mkmlizer
Pipeline stage MKMLizer completed in 471.01s
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-v2preferwin-7980-v3
Waiting for inference service chaiml-mn24b-v2preferwin-7980-v3 to be ready
Inference service chaiml-mn24b-v2preferwin-7980-v3 ready after 60.26949143409729s
Pipeline stage MKMLDeployer completed in 60.83s
run pipeline stage %s
Running pipeline stage StressChecker
Received healthy response to inference request in 2.082040309906006s
Received healthy response to inference request in 1.4781877994537354s
Received healthy response to inference request in 1.6961407661437988s
Received healthy response to inference request in 1.844703197479248s
Received healthy response to inference request in 1.971524715423584s
5 requests
0 failed requests
5th percentile: 1.521778392791748
10th percentile: 1.5653689861297608
20th percentile: 1.652550172805786
30th percentile: 1.7258532524108887
40th percentile: 1.7852782249450683
50th percentile: 1.844703197479248
60th percentile: 1.8954318046569825
70th percentile: 1.9461604118347169
80th percentile: 1.9936278343200684
90th percentile: 2.037834072113037
95th percentile: 2.0599371910095217
99th percentile: 2.077619686126709
mean time: 1.8145193576812744
Pipeline stage StressChecker completed in 10.73s
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 0.88s
Shutdown handler de-registered
chaiml-mn24b-v2preferwin_7980_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 0.13s
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-v2preferwin-7980-v3-profiler
Waiting for inference service chaiml-mn24b-v2preferwin-7980-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
Pipeline stage OfflineFamilyFriendlyScorer completed in 2607.14s
Shutdown handler de-registered
chaiml-mn24b-v2preferwin_7980_v3 status is now inactive due to auto deactivation removed underperforming models
chaiml-mn24b-v2preferwin_7980_v3 status is now torndown due to DeploymentManager action