chaiml-mn12b-syn1-tune25

developer_uid: ChaiHarshitSheoran
submission_id: chaiml-mn12b-syn1-tune25_v1
model_name: chaiml-mn12b-syn1-tune25_v1
model_group: ChaiML/mn12b_syn1_tune25
status: torndown
timestamp: 2025-09-06T15:58:01+00:00
num_battles: 7113
num_wins: 3709
celo_rating: 1260.65
family_friendly_score: 0.5538000000000001
family_friendly_standard_error: 0.0070300150782199615
submission_type: basic
model_repo: ChaiML/mn12b_syn1_tune25
model_architecture: MistralForCausalLM
model_num_parameters: 12772070400.0
best_of: 8
max_input_tokens: 1024
max_output_tokens: 64
reward_model: default
latencies: [{'batch_size': 1, 'throughput': 0.9348160622718357, 'latency_mean': 1.0696300506591796, 'latency_p50': 1.0650895833969116, 'latency_p90': 1.192813515663147}, {'batch_size': 5, 'throughput': 2.4680815494721586, 'latency_mean': 2.0197552263736727, 'latency_p50': 2.021228313446045, 'latency_p90': 2.292583775520325}, {'batch_size': 10, 'throughput': 3.1045910624124686, 'latency_mean': 3.1952364873886108, 'latency_p50': 3.148858070373535, 'latency_p90': 3.6636459350585935}, {'batch_size': 15, 'throughput': 3.2888781738441963, 'latency_mean': 4.486373020410538, 'latency_p50': 4.483047127723694, 'latency_p90': 5.166054749488831}, {'batch_size': 20, 'throughput': 3.3645592714724986, 'latency_mean': 5.8286934971809385, 'latency_p50': 5.799793362617493, 'latency_p90': 6.751804947853088}]
gpu_counts: {'NVIDIA L40S': 1}
display_name: chaiml-mn12b-syn1-tune25_v1
ineligible_reason: num_battles<10000
is_internal_developer: False
language_model: ChaiML/mn12b_syn1_tune25
model_size: 13B
ranking_group: single
throughput_3p7s: 3.23
us_pacific_date: 2025-09-06
win_ratio: 0.5214396176015745
generation_params: {'temperature': 1.0, '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': '{prompt}\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-mn12b-syn1-tune25-v1-mkmlizer
Waiting for job on chaiml-mn12b-syn1-tune25-v1-mkmlizer to finish
chaiml-mn12b-syn1-tune25-v1-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
chaiml-mn12b-syn1-tune25-v1-mkmlizer: ║                                                                     ║
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chaiml-mn12b-syn1-tune25-v1-mkmlizer: ║  ░░░░░     ░░░░░  ░░░░░   ░░░░  ░░░░░                               ║
chaiml-mn12b-syn1-tune25-v1-mkmlizer: ║                                                                     ║
chaiml-mn12b-syn1-tune25-v1-mkmlizer: ║  Version: 0.30.2                                                    ║
chaiml-mn12b-syn1-tune25-v1-mkmlizer: ║  Features: FLYWHEEL, CUDA                                           ║
chaiml-mn12b-syn1-tune25-v1-mkmlizer: ║  Copyright 2023-2025 MK ONE TECHNOLOGIES Inc.                       ║
chaiml-mn12b-syn1-tune25-v1-mkmlizer: ║  https://mk1.ai                                                     ║
chaiml-mn12b-syn1-tune25-v1-mkmlizer: ║                                                                     ║
chaiml-mn12b-syn1-tune25-v1-mkmlizer: ║  The license key for the current software has been verified as      ║
chaiml-mn12b-syn1-tune25-v1-mkmlizer: ║  belonging to:                                                      ║
chaiml-mn12b-syn1-tune25-v1-mkmlizer: ║                                                                     ║
chaiml-mn12b-syn1-tune25-v1-mkmlizer: ║  Chai Research Corp.                                                ║
chaiml-mn12b-syn1-tune25-v1-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
chaiml-mn12b-syn1-tune25-v1-mkmlizer: ║  Expiration: 2028-03-31 23:59:59                                    ║
chaiml-mn12b-syn1-tune25-v1-mkmlizer: ║                                                                     ║
chaiml-mn12b-syn1-tune25-v1-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
Failed to get response for submission chaiml-mistral31-24b-s_69496_v30: ('http://guanaco-model-mesh-load-balancer.model-mesh.k2.chaiverse.com/models/chaiml-mistral31-24b-s_69496_v30/predict', '{"detail":"1 validation error for RuntimeResponse\\npredictions\\n  Field required [type=missing, input_value={\'detail\': \\"503, message=...b-s_69496_v30/predict\'\\"}, input_type=dict]\\n    For further information visit https://errors.pydantic.dev/2.11/v/missing"}')
chaiml-mn12b-syn1-tune25-v1-mkmlizer: Downloaded to shared memory in 40.324s
chaiml-mn12b-syn1-tune25-v1-mkmlizer: Checking if ChaiML/mn12b_syn1_tune25 already exists in ChaiML
chaiml-mn12b-syn1-tune25-v1-mkmlizer: quantizing model to /dev/shm/model_cache, profile:q4, folder:/tmp/tmppff20ue_, device:0
chaiml-mn12b-syn1-tune25-v1-mkmlizer: Saving flywheel model at /dev/shm/model_cache
chaiml-mn12b-syn1-tune25-v1-mkmlizer: quantized model in 147.257s
chaiml-mn12b-syn1-tune25-v1-mkmlizer: Processed model ChaiML/mn12b_syn1_tune25 in 187.581s
chaiml-mn12b-syn1-tune25-v1-mkmlizer: creating bucket guanaco-mkml-models
chaiml-mn12b-syn1-tune25-v1-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
chaiml-mn12b-syn1-tune25-v1-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/chaiml-mn12b-syn1-tune25-v1/nvidia
chaiml-mn12b-syn1-tune25-v1-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/chaiml-mn12b-syn1-tune25-v1/nvidia/config.json
chaiml-mn12b-syn1-tune25-v1-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/chaiml-mn12b-syn1-tune25-v1/nvidia/special_tokens_map.json
chaiml-mn12b-syn1-tune25-v1-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/chaiml-mn12b-syn1-tune25-v1/nvidia/tokenizer_config.json
chaiml-mn12b-syn1-tune25-v1-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/chaiml-mn12b-syn1-tune25-v1/nvidia/tokenizer.json
chaiml-mn12b-syn1-tune25-v1-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/chaiml-mn12b-syn1-tune25-v1/nvidia/flywheel_model.0.safetensors
chaiml-mn12b-syn1-tune25-v1-mkmlizer: 
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Job chaiml-mn12b-syn1-tune25-v1-mkmlizer completed after 252.74s with status: succeeded
Stopping job with name chaiml-mn12b-syn1-tune25-v1-mkmlizer
Pipeline stage MKMLizer completed in 253.94s
run pipeline stage %s
Running pipeline stage MKMLTemplater
Pipeline stage MKMLTemplater completed in 1.18s
run pipeline stage %s
Running pipeline stage MKMLDeployer
Creating inference service chaiml-mn12b-syn1-tune25-v1
Waiting for inference service chaiml-mn12b-syn1-tune25-v1 to be ready
Inference service chaiml-mn12b-syn1-tune25-v1 ready after 60.27667021751404s
Pipeline stage MKMLDeployer completed in 62.68s
run pipeline stage %s
Running pipeline stage StressChecker
Received healthy response to inference request in 2.2538928985595703s
Received healthy response to inference request in 1.1507508754730225s
Received healthy response to inference request in 6.449802875518799s
Received healthy response to inference request in 0.9752345085144043s
Received healthy response to inference request in 0.9670557975769043s
5 requests
0 failed requests
5th percentile: 0.9686915397644043
10th percentile: 0.9703272819519043
20th percentile: 0.9735987663269043
30th percentile: 1.0103377819061279
40th percentile: 1.0805443286895753
50th percentile: 1.1507508754730225
60th percentile: 1.5920076847076414
70th percentile: 2.0332644939422604
80th percentile: 3.0930748939514165
90th percentile: 4.771438884735108
95th percentile: 5.610620880126953
99th percentile: 6.28196647644043
mean time: 2.35934739112854
Pipeline stage StressChecker completed in 21.24s
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 3.10s
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 2.77s
Shutdown handler de-registered
chaiml-mn12b-syn1-tune25_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 1.53s
run pipeline stage %s
Running pipeline stage MKMLProfilerTemplater
Pipeline stage MKMLProfilerTemplater completed in 0.91s
run pipeline stage %s
Running pipeline stage MKMLProfilerDeployer
Creating inference service chaiml-mn12b-syn1-tune25-v1-profiler
Waiting for inference service chaiml-mn12b-syn1-tune25-v1-profiler to be ready
Inference service chaiml-mn12b-syn1-tune25-v1-profiler ready after 100.67197513580322s
Pipeline stage MKMLProfilerDeployer completed in 103.01s
run pipeline stage %s
Running pipeline stage MKMLProfilerRunner
kubectl --kubeconfig /code/guanaco/guanaco_services/resources/cks_kube_config cp /code/guanaco/guanaco_inference_services/src/inference_scripts tenant-chaiml-guanaco/chaiml-mn12b-syn1-tune25-v1-profiler-predictor-00001-deploxz9kp:/code/chaiverse_profiler_1757174810 --namespace tenant-chaiml-guanaco
kubectl --kubeconfig /code/guanaco/guanaco_services/resources/cks_kube_config exec -it chaiml-mn12b-syn1-tune25-v1-profiler-predictor-00001-deploxz9kp --namespace tenant-chaiml-guanaco -- sh -c 'cd /code/chaiverse_profiler_1757174810 && 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_1757174810/summary.json'
kubectl --kubeconfig /code/guanaco/guanaco_services/resources/cks_kube_config exec -it chaiml-mn12b-syn1-tune25-v1-profiler-predictor-00001-deploxz9kp --namespace tenant-chaiml-guanaco -- bash -c 'cat /code/chaiverse_profiler_1757174810/summary.json'
Pipeline stage MKMLProfilerRunner completed in 486.07s
run pipeline stage %s
Running pipeline stage MKMLProfilerDeleter
Checking if service chaiml-mn12b-syn1-tune25-v1-profiler is running
Tearing down inference service chaiml-mn12b-syn1-tune25-v1-profiler
Service chaiml-mn12b-syn1-tune25-v1-profiler has been torndown
Pipeline stage MKMLProfilerDeleter completed in 1.21s
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
Pipeline stage OfflineFamilyFriendlyScorer completed in 2195.08s
Shutdown handler de-registered
chaiml-mn12b-syn1-tune25_v1 status is now inactive due to auto deactivation removed underperforming models
chaiml-mn12b-syn1-tune25_v1 status is now torndown due to DeploymentManager action