chaiml-mn24b-v2preferwi_32454

developer_uid: ChaiHarshitSheoran
submission_id: chaiml-mn24b-v2preferwi_32454_v3
model_name: chaiml-mn24b-v2preferwi_32454_v3
model_group: ChaiML/mn24b_v2preferwin
status: torndown
timestamp: 2025-09-22T07:10:21+00:00
num_battles: 6310
num_wins: 3423
celo_rating: 1285.82
family_friendly_score: 0.573
family_friendly_standard_error: 0.006995298421082549
submission_type: basic
model_repo: ChaiML/mn24b_v2preferwin2_qwen_bo16_filt4_tune9
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': 0.5509265981062464, 'latency_mean': 1.8150242745876313, 'latency_p50': 1.800351619720459, 'latency_p90': 2.055293655395508}, {'batch_size': 3, 'throughput': 1.1067947120205197, 'latency_mean': 2.705108380317688, 'latency_p50': 2.722461462020874, 'latency_p90': 2.988989567756653}, {'batch_size': 5, 'throughput': 1.4203120212212421, 'latency_mean': 3.504031215906143, 'latency_p50': 3.5045175552368164, 'latency_p90': 3.982725167274475}, {'batch_size': 6, 'throughput': 1.535861413442687, 'latency_mean': 3.8806410121917723, 'latency_p50': 3.8799846172332764, 'latency_p90': 4.35089807510376}, {'batch_size': 8, 'throughput': 1.685633569537152, 'latency_mean': 4.720124226808548, 'latency_p50': 4.735420227050781, 'latency_p90': 5.354789352416992}, {'batch_size': 10, 'throughput': 1.7600176824896636, 'latency_mean': 5.644238848686218, 'latency_p50': 5.680993318557739, 'latency_p90': 6.523534512519836}]
gpu_counts: {'NVIDIA L40S': 1}
display_name: chaiml-mn24b-v2preferwi_32454_v3
is_internal_developer: False
language_model: ChaiML/mn24b_v2preferwin2_qwen_bo16_filt4_tune9
model_size: 24B
ranking_group: single
throughput_3p7s: 1.49
us_pacific_date: 2025-09-22
win_ratio: 0.5424722662440571
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-32454-v3-mkmlizer
Waiting for job on chaiml-mn24b-v2preferwi-32454-v3-mkmlizer to finish
chaiml-mn24b-v2preferwi-32454-v3-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
chaiml-mn24b-v2preferwi-32454-v3-mkmlizer: ║                                                                     ║
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chaiml-mn24b-v2preferwi-32454-v3-mkmlizer: ║   ░███░█████░███   ░███  ███     ░███                               ║
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chaiml-mn24b-v2preferwi-32454-v3-mkmlizer: ║   ░███      ░███   ░███ ░░███    ░███                               ║
chaiml-mn24b-v2preferwi-32454-v3-mkmlizer: ║   █████     █████  █████ ░░████  █████                              ║
chaiml-mn24b-v2preferwi-32454-v3-mkmlizer: ║  ░░░░░     ░░░░░  ░░░░░   ░░░░  ░░░░░                               ║
chaiml-mn24b-v2preferwi-32454-v3-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-32454-v3-mkmlizer: ║  Version: 0.30.2                                                    ║
chaiml-mn24b-v2preferwi-32454-v3-mkmlizer: ║  Features: FLYWHEEL, CUDA                                           ║
chaiml-mn24b-v2preferwi-32454-v3-mkmlizer: ║  Copyright 2023-2025 MK ONE TECHNOLOGIES Inc.                       ║
chaiml-mn24b-v2preferwi-32454-v3-mkmlizer: ║  https://mk1.ai                                                     ║
chaiml-mn24b-v2preferwi-32454-v3-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-32454-v3-mkmlizer: ║  The license key for the current software has been verified as      ║
chaiml-mn24b-v2preferwi-32454-v3-mkmlizer: ║  belonging to:                                                      ║
chaiml-mn24b-v2preferwi-32454-v3-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-32454-v3-mkmlizer: ║  Chai Research Corp.                                                ║
chaiml-mn24b-v2preferwi-32454-v3-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
chaiml-mn24b-v2preferwi-32454-v3-mkmlizer: ║  Expiration: 2028-03-31 23:59:59                                    ║
chaiml-mn24b-v2preferwi-32454-v3-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-32454-v3-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
chaiml-mn24b-v2preferwi-32454-v3-mkmlizer: Downloaded to shared memory in 42.316s
chaiml-mn24b-v2preferwi-32454-v3-mkmlizer: Checking if ChaiML/mn24b_v2preferwin2_qwen_bo16_filt4_tune9 already exists in ChaiML
chaiml-mn24b-v2preferwi-32454-v3-mkmlizer: quantizing model to /dev/shm/model_cache, profile:q4, folder:/tmp/tmp1usf2wy3, device:0
chaiml-mn24b-v2preferwi-32454-v3-mkmlizer: Saving flywheel model at /dev/shm/model_cache
chaiml-mn24b-v2preferwi-32454-v3-mkmlizer: quantized model in 285.353s
chaiml-mn24b-v2preferwi-32454-v3-mkmlizer: Processed model ChaiML/mn24b_v2preferwin2_qwen_bo16_filt4_tune9 in 327.669s
chaiml-mn24b-v2preferwi-32454-v3-mkmlizer: creating bucket guanaco-mkml-models
chaiml-mn24b-v2preferwi-32454-v3-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
chaiml-mn24b-v2preferwi-32454-v3-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-32454-v3/nvidia
chaiml-mn24b-v2preferwi-32454-v3-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-32454-v3/nvidia/config.json
chaiml-mn24b-v2preferwi-32454-v3-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-32454-v3/nvidia/special_tokens_map.json
chaiml-mn24b-v2preferwi-32454-v3-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-32454-v3/nvidia/tokenizer_config.json
chaiml-mn24b-v2preferwi-32454-v3-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-32454-v3/nvidia/tokenizer.json
chaiml-mn24b-v2preferwi-32454-v3-mkmlizer: cp /dev/shm/model_cache/flywheel_model.1.safetensors s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-32454-v3/nvidia/flywheel_model.1.safetensors
chaiml-mn24b-v2preferwi-32454-v3-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-32454-v3/nvidia/flywheel_model.0.safetensors
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Job chaiml-mn24b-v2preferwi-32454-v3-mkmlizer completed after 397.47s with status: succeeded
Stopping job with name chaiml-mn24b-v2preferwi-32454-v3-mkmlizer
Pipeline stage MKMLizer completed in 398.45s
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-32454-v3
Waiting for inference service chaiml-mn24b-v2preferwi-32454-v3 to be ready
Inference service chaiml-mn24b-v2preferwi-32454-v3 ready after 60.22493267059326s
Pipeline stage MKMLDeployer completed in 60.66s
run pipeline stage %s
Running pipeline stage StressChecker
Received healthy response to inference request in 2.5808563232421875s
Received healthy response to inference request in 2.2181458473205566s
Received healthy response to inference request in 1.8041136264801025s
Received healthy response to inference request in 1.829138994216919s
Received healthy response to inference request in 1.6585781574249268s
5 requests
0 failed requests
5th percentile: 1.687685251235962
10th percentile: 1.716792345046997
20th percentile: 1.7750065326690674
30th percentile: 1.8091187000274658
40th percentile: 1.8191288471221925
50th percentile: 1.829138994216919
60th percentile: 1.984741735458374
70th percentile: 2.140344476699829
80th percentile: 2.2906879425048827
90th percentile: 2.4357721328735353
95th percentile: 2.5083142280578614
99th percentile: 2.566347904205322
mean time: 2.0181665897369383
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 0.86s
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 0.60s
Shutdown handler de-registered
chaiml-mn24b-v2preferwi_32454_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 0.11s
run pipeline stage %s
Running pipeline stage MKMLProfilerTemplater
Pipeline stage MKMLProfilerTemplater completed in 0.09s
run pipeline stage %s
Running pipeline stage MKMLProfilerDeployer
Creating inference service chaiml-mn24b-v2preferwi-32454-v3-profiler
Waiting for inference service chaiml-mn24b-v2preferwi-32454-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 2840.06s
Shutdown handler de-registered
chaiml-mn24b-v2preferwi_32454_v3 status is now inactive due to auto deactivation removed underperforming models
chaiml-mn24b-v2preferwi_32454_v3 status is now torndown due to DeploymentManager action