chaiml-mn24b-v2preferwin2_466

developer_uid: ChaiHarshitSheoran
submission_id: chaiml-mn24b-v2preferwin2_466_v2
model_name: chaiml-mn24b-v2preferwin2_466_v2
model_group: ChaiML/mn24b_v2preferwin
status: torndown
timestamp: 2025-09-17T14:47:19+00:00
num_battles: 6411
num_wins: 3328
celo_rating: 1270.15
family_friendly_score: 0.5858
family_friendly_standard_error: 0.006966180589103328
submission_type: basic
model_repo: ChaiML/mn24b_v2preferwin2_qwen_bo1_tune8
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': 0.551542899848322, 'latency_mean': 1.8129935026168824, 'latency_p50': 1.785685658454895, 'latency_p90': 2.032248091697693}, {'batch_size': 3, 'throughput': 1.100897964733135, 'latency_mean': 2.7112500739097594, 'latency_p50': 2.7214304208755493, 'latency_p90': 3.023292636871338}, {'batch_size': 5, 'throughput': 1.4062838451060173, 'latency_mean': 3.5429549074172972, 'latency_p50': 3.53135347366333, 'latency_p90': 3.990479040145874}, {'batch_size': 6, 'throughput': 1.4929088746953547, 'latency_mean': 3.9879843199253084, 'latency_p50': 4.0166414976119995, 'latency_p90': 4.4667137384414675}, {'batch_size': 8, 'throughput': 1.656751840133155, 'latency_mean': 4.787921526432037, 'latency_p50': 4.8020089864730835, 'latency_p90': 5.44263072013855}, {'batch_size': 10, 'throughput': 1.7140467517564901, 'latency_mean': 5.7788456594944, 'latency_p50': 5.758833169937134, 'latency_p90': 6.718822121620178}]
gpu_counts: {'NVIDIA L40S': 1}
display_name: chaiml-mn24b-v2preferwin2_466_v2
is_internal_developer: False
language_model: ChaiML/mn24b_v2preferwin2_qwen_bo1_tune8
model_size: 24B
ranking_group: single
throughput_3p7s: 1.45
us_pacific_date: 2025-09-17
win_ratio: 0.5191077834971143
generation_params: {'temperature': 0.65, '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-v2preferwin2-466-v2-mkmlizer
Waiting for job on chaiml-mn24b-v2preferwin2-466-v2-mkmlizer to finish
Failed to get response for submission chaiml-llama31-mer-v2-t_44570_v4: ('http://guanaco-model-mesh-load-balancer.model-mesh.k2.chaiverse.com/models/chaiml-nitral-dpos1-bet_5231_v12/predict', '{"detail":"1 validation error for RuntimeResponse\\npredictions\\n  Field required [type=missing, input_value={\'detail\': \\"503, message=...-bet_5231_v12/predict\'\\"}, input_type=dict]\\n    For further information visit https://errors.pydantic.dev/2.11/v/missing"}')
chaiml-mn24b-v2preferwin2-466-v2-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
chaiml-mn24b-v2preferwin2-466-v2-mkmlizer: ║                                                                     ║
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chaiml-mn24b-v2preferwin2-466-v2-mkmlizer: ║   ░███░█████░███   ░███  ███     ░███                               ║
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chaiml-mn24b-v2preferwin2-466-v2-mkmlizer: ║   ░███      ░███   ░███ ░░███    ░███                               ║
chaiml-mn24b-v2preferwin2-466-v2-mkmlizer: ║   █████     █████  █████ ░░████  █████                              ║
chaiml-mn24b-v2preferwin2-466-v2-mkmlizer: ║  ░░░░░     ░░░░░  ░░░░░   ░░░░  ░░░░░                               ║
chaiml-mn24b-v2preferwin2-466-v2-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwin2-466-v2-mkmlizer: ║  Version: 0.30.2                                                    ║
chaiml-mn24b-v2preferwin2-466-v2-mkmlizer: ║  Features: FLYWHEEL, CUDA                                           ║
chaiml-mn24b-v2preferwin2-466-v2-mkmlizer: ║  Copyright 2023-2025 MK ONE TECHNOLOGIES Inc.                       ║
chaiml-mn24b-v2preferwin2-466-v2-mkmlizer: ║  https://mk1.ai                                                     ║
chaiml-mn24b-v2preferwin2-466-v2-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwin2-466-v2-mkmlizer: ║  The license key for the current software has been verified as      ║
chaiml-mn24b-v2preferwin2-466-v2-mkmlizer: ║  belonging to:                                                      ║
chaiml-mn24b-v2preferwin2-466-v2-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwin2-466-v2-mkmlizer: ║  Chai Research Corp.                                                ║
chaiml-mn24b-v2preferwin2-466-v2-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
chaiml-mn24b-v2preferwin2-466-v2-mkmlizer: ║  Expiration: 2028-03-31 23:59:59                                    ║
chaiml-mn24b-v2preferwin2-466-v2-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwin2-466-v2-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
chaiml-mn24b-v2preferwin2-466-v2-mkmlizer: Downloaded to shared memory in 65.865s
chaiml-mn24b-v2preferwin2-466-v2-mkmlizer: Checking if ChaiML/mn24b_v2preferwin2_qwen_bo1_tune8 already exists in ChaiML
chaiml-mn24b-v2preferwin2-466-v2-mkmlizer: quantizing model to /dev/shm/model_cache, profile:q4, folder:/tmp/tmp3yba5pez, device:0
chaiml-mn24b-v2preferwin2-466-v2-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-v2preferwin2-466-v2-mkmlizer: creating bucket guanaco-mkml-models
chaiml-mn24b-v2preferwin2-466-v2-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
chaiml-mn24b-v2preferwin2-466-v2-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/chaiml-mn24b-v2preferwin2-466-v2/nvidia
chaiml-mn24b-v2preferwin2-466-v2-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwin2-466-v2/nvidia/special_tokens_map.json
chaiml-mn24b-v2preferwin2-466-v2-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwin2-466-v2/nvidia/config.json
chaiml-mn24b-v2preferwin2-466-v2-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwin2-466-v2/nvidia/tokenizer_config.json
chaiml-mn24b-v2preferwin2-466-v2-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwin2-466-v2/nvidia/tokenizer.json
chaiml-mn24b-v2preferwin2-466-v2-mkmlizer: cp /dev/shm/model_cache/flywheel_model.1.safetensors s3://guanaco-mkml-models/chaiml-mn24b-v2preferwin2-466-v2/nvidia/flywheel_model.1.safetensors
chaiml-mn24b-v2preferwin2-466-v2-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/chaiml-mn24b-v2preferwin2-466-v2/nvidia/flywheel_model.0.safetensors
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Job chaiml-mn24b-v2preferwin2-466-v2-mkmlizer completed after 459.55s with status: succeeded
Stopping job with name chaiml-mn24b-v2preferwin2-466-v2-mkmlizer
Pipeline stage MKMLizer completed in 460.06s
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-v2preferwin2-466-v2
Waiting for inference service chaiml-mn24b-v2preferwin2-466-v2 to be ready
Inference service chaiml-mn24b-v2preferwin2-466-v2 ready after 50.30499482154846s
Pipeline stage MKMLDeployer completed in 50.74s
run pipeline stage %s
Running pipeline stage StressChecker
Received healthy response to inference request in 2.083202600479126s
Received healthy response to inference request in 1.8643558025360107s
Received healthy response to inference request in 1.691716194152832s
Received healthy response to inference request in 2.058054208755493s
Received healthy response to inference request in 2.09295916557312s
5 requests
0 failed requests
5th percentile: 1.7262441158294677
10th percentile: 1.7607720375061036
20th percentile: 1.829827880859375
30th percentile: 1.9030954837799072
40th percentile: 1.9805748462677002
50th percentile: 2.058054208755493
60th percentile: 2.0681135654449463
70th percentile: 2.0781729221343994
80th percentile: 2.085153913497925
90th percentile: 2.0890565395355223
95th percentile: 2.091007852554321
99th percentile: 2.09256890296936
mean time: 1.9580575942993164
Pipeline stage StressChecker completed in 11.33s
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 0.69s
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 0.70s
Shutdown handler de-registered
chaiml-mn24b-v2preferwin2_466_v2 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 0.10s
run pipeline stage %s
Running pipeline stage MKMLProfilerTemplater
Pipeline stage MKMLProfilerTemplater completed in 0.08s
run pipeline stage %s
Running pipeline stage MKMLProfilerDeployer
Creating inference service chaiml-mn24b-v2preferwin2-466-v2-profiler
Waiting for inference service chaiml-mn24b-v2preferwin2-466-v2-profiler to be ready
Inference service chaiml-mn24b-v2preferwin2-466-v2-profiler ready after 40.418702363967896s
Pipeline stage MKMLProfilerDeployer completed in 41.02s
run pipeline stage %s
Running pipeline stage MKMLProfilerRunner
kubectl --kubeconfig /code/guanaco/guanaco_services/resources/kchai_coreweave_us_east_04a.yaml cp /code/guanaco/guanaco_inference_services/src/inference_scripts tenant-chaiml-guanaco/chaiml-mn24b-v2prefe317a3f66debbf459c2c45141259cf9ea-deplomwwnd:/code/chaiverse_profiler_1758121074 --namespace tenant-chaiml-guanaco
kubectl --kubeconfig /code/guanaco/guanaco_services/resources/kchai_coreweave_us_east_04a.yaml exec -it chaiml-mn24b-v2prefe317a3f66debbf459c2c45141259cf9ea-deplomwwnd --namespace tenant-chaiml-guanaco -- sh -c 'cd /code/chaiverse_profiler_1758121074 && python profiles.py profile --best_of_n 8 --auto_batch 5 --batches 1,5,10,15,20,25,30,35,40,45,50,55,60,65,70,75,80,85,90,95,100,105,110,115,120,125,130,135,140,145,150,155,160,165,170,175,180,185,190,195 --samples 200 --input_tokens 1024 --output_tokens 64 --summary /code/chaiverse_profiler_1758121074/summary.json'
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 3151.78s
Shutdown handler de-registered
chaiml-mn24b-v2preferwin2_466_v2 status is now inactive due to auto deactivation removed underperforming models
chaiml-mn24b-v2preferwin2_466_v2 status is now torndown due to DeploymentManager action