developer_uid: ChaiHarshitSheoran
submission_id: chaiml-mn24b-v2preferwin_7980_v1
model_name: chaiml-mn24b-v2preferwin_7980_v1
model_group: ChaiML/mn24b_v2preferwin
status: torndown
timestamp: 2025-09-19T05:52:03+00:00
num_battles: 5851
num_wins: 3070
celo_rating: 1273.43
family_friendly_score: 0.5844
family_friendly_standard_error: 0.006969600275482089
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': 0.2527401995895401, 'latency_mean': 3.9565348505973814, 'latency_p50': 3.869700074195862, 'latency_p90': 5.425997900962829}, {'batch_size': 3, 'throughput': 1.1205019247560206, 'latency_mean': 2.666360197067261, 'latency_p50': 2.6374874114990234, 'latency_p90': 2.9832212209701536}, {'batch_size': 5, 'throughput': 1.4358335702224252, 'latency_mean': 3.4696911561489103, 'latency_p50': 3.4725918769836426, 'latency_p90': 3.9880133390426633}, {'batch_size': 6, 'throughput': 1.5222005385862134, 'latency_mean': 3.9161722350120542, 'latency_p50': 3.9310160875320435, 'latency_p90': 4.406311011314392}, {'batch_size': 8, 'throughput': 1.6838856216031266, 'latency_mean': 4.7200811266899105, 'latency_p50': 4.674859523773193, 'latency_p90': 5.444520044326782}, {'batch_size': 10, 'throughput': 1.7555367495231953, 'latency_mean': 5.654176839590073, 'latency_p50': 5.605888247489929, 'latency_p90': 6.485164165496826}]
gpu_counts: {'NVIDIA L40S': 1}
display_name: chaiml-mn24b-v2preferwin_7980_v1
is_internal_developer: False
language_model: ChaiML/mn24b_v2preferwin2_qwen_bo16_valfilt_tune5
model_size: 24B
ranking_group: single
throughput_3p7s: 0.27
us_pacific_date: 2025-09-18
win_ratio: 0.5246966330541788
generation_params: {'temperature': 0.6, '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-v1-mkmlizer
Waiting for job on chaiml-mn24b-v2preferwin-7980-v1-mkmlizer to finish
chaiml-mn24b-v2preferwin-7980-v1-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
chaiml-mn24b-v2preferwin-7980-v1-mkmlizer: ║                                                                     ║
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chaiml-mn24b-v2preferwin-7980-v1-mkmlizer: ║   █████     █████  █████ ░░████  █████                              ║
chaiml-mn24b-v2preferwin-7980-v1-mkmlizer: ║  ░░░░░     ░░░░░  ░░░░░   ░░░░  ░░░░░                               ║
chaiml-mn24b-v2preferwin-7980-v1-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwin-7980-v1-mkmlizer: ║  Version: 0.30.2                                                    ║
chaiml-mn24b-v2preferwin-7980-v1-mkmlizer: ║  Features: FLYWHEEL, CUDA                                           ║
chaiml-mn24b-v2preferwin-7980-v1-mkmlizer: ║  Copyright 2023-2025 MK ONE TECHNOLOGIES Inc.                       ║
chaiml-mn24b-v2preferwin-7980-v1-mkmlizer: ║  https://mk1.ai                                                     ║
chaiml-mn24b-v2preferwin-7980-v1-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwin-7980-v1-mkmlizer: ║  The license key for the current software has been verified as      ║
chaiml-mn24b-v2preferwin-7980-v1-mkmlizer: ║  belonging to:                                                      ║
chaiml-mn24b-v2preferwin-7980-v1-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwin-7980-v1-mkmlizer: ║  Chai Research Corp.                                                ║
chaiml-mn24b-v2preferwin-7980-v1-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
chaiml-mn24b-v2preferwin-7980-v1-mkmlizer: ║  Expiration: 2028-03-31 23:59:59                                    ║
chaiml-mn24b-v2preferwin-7980-v1-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwin-7980-v1-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
chaiml-mn24b-v2preferwin-7980-v1-mkmlizer: Downloaded to shared memory in 67.564s
chaiml-mn24b-v2preferwin-7980-v1-mkmlizer: Checking if ChaiML/mn24b_v2preferwin2_qwen_bo16_valfilt_tune5 already exists in ChaiML
chaiml-mn24b-v2preferwin-7980-v1-mkmlizer: quantizing model to /dev/shm/model_cache, profile:q4, folder:/tmp/tmprpec0887, device:0
chaiml-mn24b-v2preferwin-7980-v1-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', '')
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-v2preferwin-7980-v1-mkmlizer: quantized model in 288.941s
chaiml-mn24b-v2preferwin-7980-v1-mkmlizer: Processed model ChaiML/mn24b_v2preferwin2_qwen_bo16_valfilt_tune5 in 356.505s
chaiml-mn24b-v2preferwin-7980-v1-mkmlizer: creating bucket guanaco-mkml-models
chaiml-mn24b-v2preferwin-7980-v1-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
chaiml-mn24b-v2preferwin-7980-v1-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/chaiml-mn24b-v2preferwin-7980-v1/nvidia
chaiml-mn24b-v2preferwin-7980-v1-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwin-7980-v1/nvidia/config.json
chaiml-mn24b-v2preferwin-7980-v1-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwin-7980-v1/nvidia/special_tokens_map.json
chaiml-mn24b-v2preferwin-7980-v1-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwin-7980-v1/nvidia/tokenizer_config.json
chaiml-mn24b-v2preferwin-7980-v1-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwin-7980-v1/nvidia/tokenizer.json
chaiml-mn24b-v2preferwin-7980-v1-mkmlizer: cp /dev/shm/model_cache/flywheel_model.1.safetensors s3://guanaco-mkml-models/chaiml-mn24b-v2preferwin-7980-v1/nvidia/flywheel_model.1.safetensors
chaiml-mn24b-v2preferwin-7980-v1-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/chaiml-mn24b-v2preferwin-7980-v1/nvidia/flywheel_model.0.safetensors
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Job chaiml-mn24b-v2preferwin-7980-v1-mkmlizer completed after 499.06s with status: succeeded
Stopping job with name chaiml-mn24b-v2preferwin-7980-v1-mkmlizer
Pipeline stage MKMLizer completed in 499.85s
run pipeline stage %s
Running pipeline stage MKMLTemplater
Pipeline stage MKMLTemplater completed in 0.17s
run pipeline stage %s
Running pipeline stage MKMLDeployer
Creating inference service chaiml-mn24b-v2preferwin-7980-v1
Waiting for inference service chaiml-mn24b-v2preferwin-7980-v1 to be ready
Inference service chaiml-mn24b-v2preferwin-7980-v1 ready after 60.246620655059814s
Pipeline stage MKMLDeployer completed in 60.68s
run pipeline stage %s
Running pipeline stage StressChecker
Received healthy response to inference request in 2.2567336559295654s
Received healthy response to inference request in 1.671339988708496s
Received healthy response to inference request in 1.8271007537841797s
Received healthy response to inference request in 1.8984599113464355s
Received healthy response to inference request in 2.1525609493255615s
5 requests
0 failed requests
5th percentile: 1.7024921417236327
10th percentile: 1.7336442947387696
20th percentile: 1.795948600769043
30th percentile: 1.841372585296631
40th percentile: 1.8699162483215332
50th percentile: 1.8984599113464355
60th percentile: 2.000100326538086
70th percentile: 2.1017407417297362
80th percentile: 2.1733954906463624
90th percentile: 2.2150645732879637
95th percentile: 2.2358991146087646
99th percentile: 2.2525667476654054
mean time: 1.9612390518188476
Pipeline stage StressChecker completed in 11.36s
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 0.93s
Shutdown handler de-registered
chaiml-mn24b-v2preferwin_7980_v1 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 0.10s
run pipeline stage %s
Running pipeline stage MKMLProfilerDeployer
Creating inference service chaiml-mn24b-v2preferwin-7980-v1-profiler
Waiting for inference service chaiml-mn24b-v2preferwin-7980-v1-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 2596.42s
Shutdown handler de-registered
chaiml-mn24b-v2preferwin_7980_v1 status is now inactive due to auto deactivation removed underperforming models
chaiml-mn24b-v2preferwin_7980_v1 status is now torndown due to DeploymentManager action