developer_uid: ChaiHarshitSheoran
submission_id: chaiml-mn24b-v2preferw_76437_v10
model_name: chaiml-mn24b-v2preferw_76437_v10
model_group: ChaiML/mn24b_v2preferwin
status: torndown
timestamp: 2025-09-27T22:37:10+00:00
num_battles: 5268
num_wins: 2602
celo_rating: 1279.74
family_friendly_score: 0.0
family_friendly_standard_error: 0.0
submission_type: basic
model_repo: ChaiML/mn24b_v2preferwin2_qwen_nonl_bo64_tune2
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': 0.5427663409953105, 'latency_mean': 1.8423113024234772, 'latency_p50': 1.8539475202560425, 'latency_p90': 2.045106601715088}, {'batch_size': 3, 'throughput': 1.095026812923728, 'latency_mean': 2.726200703382492, 'latency_p50': 2.737236976623535, 'latency_p90': 2.9915475606918336}, {'batch_size': 5, 'throughput': 1.4218754004720213, 'latency_mean': 3.4999898469448087, 'latency_p50': 3.5029715299606323, 'latency_p90': 3.994096851348877}, {'batch_size': 6, 'throughput': 1.52580389185736, 'latency_mean': 3.9047060871124266, 'latency_p50': 3.8769181966781616, 'latency_p90': 4.434650492668152}, {'batch_size': 8, 'throughput': 1.6592737742664208, 'latency_mean': 4.7750331866741185, 'latency_p50': 4.808464288711548, 'latency_p90': 5.355698490142823}, {'batch_size': 10, 'throughput': 1.735924434784352, 'latency_mean': 5.71750995516777, 'latency_p50': 5.645569324493408, 'latency_p90': 6.539569640159607}]
gpu_counts: {'NVIDIA L40S': 1}
display_name: chaiml-mn24b-v2preferw_76437_v10
is_internal_developer: False
language_model: ChaiML/mn24b_v2preferwin2_qwen_nonl_bo64_tune2
model_size: 24B
ranking_group: single
throughput_3p7s: 1.48
us_pacific_date: 2025-09-27
win_ratio: 0.49392558845861806
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-v2preferw-76437-v10-mkmlizer
Waiting for job on chaiml-mn24b-v2preferw-76437-v10-mkmlizer to finish
chaiml-mn24b-v2preferw-76437-v10-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
chaiml-mn24b-v2preferw-76437-v10-mkmlizer: ║                                                                     ║
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chaiml-mn24b-v2preferw-76437-v10-mkmlizer: ║  ░░░░░     ░░░░░  ░░░░░   ░░░░  ░░░░░                               ║
chaiml-mn24b-v2preferw-76437-v10-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferw-76437-v10-mkmlizer: ║  Version: 0.30.2                                                    ║
chaiml-mn24b-v2preferw-76437-v10-mkmlizer: ║  Features: FLYWHEEL, CUDA                                           ║
chaiml-mn24b-v2preferw-76437-v10-mkmlizer: ║  Copyright 2023-2025 MK ONE TECHNOLOGIES Inc.                       ║
chaiml-mn24b-v2preferw-76437-v10-mkmlizer: ║  https://mk1.ai                                                     ║
chaiml-mn24b-v2preferw-76437-v10-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferw-76437-v10-mkmlizer: ║  The license key for the current software has been verified as      ║
chaiml-mn24b-v2preferw-76437-v10-mkmlizer: ║  belonging to:                                                      ║
chaiml-mn24b-v2preferw-76437-v10-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferw-76437-v10-mkmlizer: ║  Chai Research Corp.                                                ║
chaiml-mn24b-v2preferw-76437-v10-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
chaiml-mn24b-v2preferw-76437-v10-mkmlizer: ║  Expiration: 2028-03-31 23:59:59                                    ║
chaiml-mn24b-v2preferw-76437-v10-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferw-76437-v10-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
Failed to get response for submission chaiml-0925-tl-zl-dummy_22961_v2: HTTPConnectionPool(host='chaiml-0925-tl-zl-dummy-22961-v2-predictor.creator-studio.kchai-coreweave-us-east-04a.chaiverse.com', port=80): Read timed out. (read timeout=12.0)
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-v2preferw-76437-v10-mkmlizer: Downloaded to shared memory in 140.598s
chaiml-mn24b-v2preferw-76437-v10-mkmlizer: Checking if ChaiML/mn24b_v2preferwin2_qwen_nonl_bo64_tune2 already exists in ChaiML
chaiml-mn24b-v2preferw-76437-v10-mkmlizer: quantizing model to /dev/shm/model_cache, profile:q4, folder:/tmp/tmpxmkxsen5, device:0
chaiml-mn24b-v2preferw-76437-v10-mkmlizer: Saving flywheel model at /dev/shm/model_cache
Failed to get response for submission chaiml-0925-tl-zl-dummy_22961_v2: HTTPConnectionPool(host='chaiml-0925-tl-zl-dummy-22961-v2-predictor.creator-studio.kchai-coreweave-us-east-04a.chaiverse.com', port=80): Read timed out. (read timeout=12.0)
Failed to get response for submission chaiml-0925-tl-zl-dummy_22961_v2: HTTPConnectionPool(host='chaiml-0925-tl-zl-dummy-22961-v2-predictor.creator-studio.kchai-coreweave-us-east-04a.chaiverse.com', port=80): Read timed out. (read timeout=12.0)
chaiml-mn24b-v2preferw-76437-v10-mkmlizer: quantized model in 285.723s
chaiml-mn24b-v2preferw-76437-v10-mkmlizer: Processed model ChaiML/mn24b_v2preferwin2_qwen_nonl_bo64_tune2 in 426.321s
chaiml-mn24b-v2preferw-76437-v10-mkmlizer: creating bucket guanaco-mkml-models
chaiml-mn24b-v2preferw-76437-v10-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
chaiml-mn24b-v2preferw-76437-v10-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/chaiml-mn24b-v2preferw-76437-v10/nvidia
chaiml-mn24b-v2preferw-76437-v10-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferw-76437-v10/nvidia/config.json
chaiml-mn24b-v2preferw-76437-v10-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferw-76437-v10/nvidia/special_tokens_map.json
chaiml-mn24b-v2preferw-76437-v10-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferw-76437-v10/nvidia/tokenizer_config.json
chaiml-mn24b-v2preferw-76437-v10-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferw-76437-v10/nvidia/tokenizer.json
chaiml-mn24b-v2preferw-76437-v10-mkmlizer: cp /dev/shm/model_cache/flywheel_model.1.safetensors s3://guanaco-mkml-models/chaiml-mn24b-v2preferw-76437-v10/nvidia/flywheel_model.1.safetensors
chaiml-mn24b-v2preferw-76437-v10-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/chaiml-mn24b-v2preferw-76437-v10/nvidia/flywheel_model.0.safetensors
chaiml-mn24b-v2preferw-76437-v10-mkmlizer: 
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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', '')
Job chaiml-mn24b-v2preferw-76437-v10-mkmlizer completed after 530.54s with status: succeeded
Stopping job with name chaiml-mn24b-v2preferw-76437-v10-mkmlizer
Pipeline stage MKMLizer completed in 531.06s
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-v2preferw-76437-v10
Waiting for inference service chaiml-mn24b-v2preferw-76437-v10 to be ready
Inference service chaiml-mn24b-v2preferw-76437-v10 ready after 40.18055081367493s
Pipeline stage MKMLDeployer completed in 40.59s
run pipeline stage %s
Running pipeline stage StressChecker
HTTPConnectionPool(host='guanaco-submitter.guanaco-backend.k2.chaiverse.com', port=80): Read timed out. (read timeout=20)
Received unhealthy response to inference request!
Received healthy response to inference request in 2.4950499534606934s
Received healthy response to inference request in 1.937516689300537s
Received healthy response to inference request in 2.445845603942871s
Received healthy response to inference request in 1.536548137664795s
5 requests
1 failed requests
5th percentile: 1.6167418479919433
10th percentile: 1.6969355583190917
20th percentile: 1.8573229789733887
30th percentile: 2.0391824722290037
40th percentile: 2.2425140380859374
50th percentile: 2.445845603942871
60th percentile: 2.46552734375
70th percentile: 2.485209083557129
80th percentile: 6.027771806716922
90th percentile: 13.09321551322937
95th percentile: 16.625937366485594
99th percentile: 19.452114849090577
mean time: 5.714723920822143
%s, retrying in %s seconds...
Received healthy response to inference request in 1.6767444610595703s
Received healthy response to inference request in 1.9014389514923096s
Received healthy response to inference request in 1.6568515300750732s
Received healthy response to inference request in 1.7628483772277832s
Received healthy response to inference request in 2.0555622577667236s
5 requests
0 failed requests
5th percentile: 1.6608301162719727
10th percentile: 1.664808702468872
20th percentile: 1.6727658748626708
30th percentile: 1.693965244293213
40th percentile: 1.728406810760498
50th percentile: 1.7628483772277832
60th percentile: 1.8182846069335938
70th percentile: 1.8737208366394043
80th percentile: 1.9322636127471924
90th percentile: 1.993912935256958
95th percentile: 2.024737596511841
99th percentile: 2.049397325515747
mean time: 1.810689115524292
Pipeline stage StressChecker completed in 40.87s
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 0.73s
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 1.03s
Shutdown handler de-registered
chaiml-mn24b-v2preferw_76437_v10 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-v2preferw-76437-v10-profiler
Waiting for inference service chaiml-mn24b-v2preferw-76437-v10-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
%s, retrying in %s seconds...
Evaluating %s Family Friendly Score with %s threads
clean up pipeline due to error=DeploymentChecksError('None: None')
Shutdown handler de-registered
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
%s, retrying in %s seconds...
Evaluating %s Family Friendly Score with %s threads
clean up pipeline due to error=DeploymentChecksError('None: None')
Shutdown handler de-registered
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
%s, retrying in %s seconds...
Evaluating %s Family Friendly Score with %s threads
Pipeline stage OfflineFamilyFriendlyScorer completed in 9661.34s
Shutdown handler de-registered
chaiml-mn24b-v2preferw_76437_v10 status is now torndown due to DeploymentManager action