chaiml-1027-quang-ir-lt_81119

developer_uid: richhx
submission_id: chaiml-1027-quang-ir-lt_81119_v1
model_name: test-richard
model_group: ChaiML/1027-quang-ir-ltr
status: torndown
timestamp: 2025-10-31T03:46:19+00:00
num_battles: 6437
num_wins: 3396
celo_rating: 1288.87
family_friendly_score: 0.4534
family_friendly_standard_error: 0.007040290334922275
submission_type: basic
model_repo: ChaiML/1027-quang-ir-ltry-mix3-dvbot3-dvtri300
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': 0.5469796269068864, 'latency_mean': 1.8281234681606293, 'latency_p50': 1.8340137004852295, 'latency_p90': 2.0248754739761354}, {'batch_size': 3, 'throughput': 1.115041950213237, 'latency_mean': 2.6740879356861114, 'latency_p50': 2.674937129020691, 'latency_p90': 2.922016143798828}, {'batch_size': 5, 'throughput': 1.4308165287885124, 'latency_mean': 3.4719434785842895, 'latency_p50': 3.4527403116226196, 'latency_p90': 3.9329845666885377}, {'batch_size': 6, 'throughput': 1.5448033064114455, 'latency_mean': 3.8559887969493865, 'latency_p50': 3.8167006969451904, 'latency_p90': 4.3254172801971436}, {'batch_size': 8, 'throughput': 1.6942342337083884, 'latency_mean': 4.690552883148193, 'latency_p50': 4.742127299308777, 'latency_p90': 5.289335441589356}, {'batch_size': 10, 'throughput': 1.7659035699515133, 'latency_mean': 5.628338938951492, 'latency_p50': 5.670111179351807, 'latency_p90': 6.387665724754333}]
gpu_counts: {'NVIDIA L40S': 1}
display_name: test-richard
ineligible_reason: num_battles<10000
is_internal_developer: True
language_model: ChaiML/1027-quang-ir-ltry-mix3-dvbot3-dvtri300
model_size: 24B
ranking_group: single
throughput_3p7s: 1.51
us_pacific_date: 2025-10-27
win_ratio: 0.5275749572782352
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': False}
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-1027-quang-ir-lt-81119-v1-mkmlizer
Waiting for job on chaiml-1027-quang-ir-lt-81119-v1-mkmlizer to finish
chaiml-1027-quang-ir-lt-81119-v1-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
chaiml-1027-quang-ir-lt-81119-v1-mkmlizer: ║                                                                     ║
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chaiml-1027-quang-ir-lt-81119-v1-mkmlizer: ║  ░░░░░     ░░░░░  ░░░░░   ░░░░  ░░░░░                               ║
chaiml-1027-quang-ir-lt-81119-v1-mkmlizer: ║                                                                     ║
chaiml-1027-quang-ir-lt-81119-v1-mkmlizer: ║  Version: 0.30.2                                                    ║
chaiml-1027-quang-ir-lt-81119-v1-mkmlizer: ║  Features: FLYWHEEL, CUDA                                           ║
chaiml-1027-quang-ir-lt-81119-v1-mkmlizer: ║  Copyright 2023-2025 MK ONE TECHNOLOGIES Inc.                       ║
chaiml-1027-quang-ir-lt-81119-v1-mkmlizer: ║  https://mk1.ai                                                     ║
chaiml-1027-quang-ir-lt-81119-v1-mkmlizer: ║                                                                     ║
chaiml-1027-quang-ir-lt-81119-v1-mkmlizer: ║  The license key for the current software has been verified as      ║
chaiml-1027-quang-ir-lt-81119-v1-mkmlizer: ║  belonging to:                                                      ║
chaiml-1027-quang-ir-lt-81119-v1-mkmlizer: ║                                                                     ║
chaiml-1027-quang-ir-lt-81119-v1-mkmlizer: ║  Chai Research Corp.                                                ║
chaiml-1027-quang-ir-lt-81119-v1-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
chaiml-1027-quang-ir-lt-81119-v1-mkmlizer: ║  Expiration: 2028-03-31 23:59:59                                    ║
chaiml-1027-quang-ir-lt-81119-v1-mkmlizer: ║                                                                     ║
chaiml-1027-quang-ir-lt-81119-v1-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
chaiml-1027-quang-ir-lt-81119-v1-mkmlizer: Downloaded to shared memory in 57.188s
chaiml-1027-quang-ir-lt-81119-v1-mkmlizer: Checking if ChaiML/1027-quang-ir-ltry-mix3-dvbot3-dvtri300 already exists in ChaiML
chaiml-1027-quang-ir-lt-81119-v1-mkmlizer: quantizing model to /dev/shm/model_cache, profile:q4, folder:/tmp/tmpqsazmgyq, device:0
chaiml-1027-quang-ir-lt-81119-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', '')
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-1027-quang-ir-lt-81119-v1-mkmlizer: quantized model in 284.506s
chaiml-1027-quang-ir-lt-81119-v1-mkmlizer: Processed model ChaiML/1027-quang-ir-ltry-mix3-dvbot3-dvtri300 in 341.695s
chaiml-1027-quang-ir-lt-81119-v1-mkmlizer: creating bucket guanaco-mkml-models
chaiml-1027-quang-ir-lt-81119-v1-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
chaiml-1027-quang-ir-lt-81119-v1-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/chaiml-1027-quang-ir-lt-81119-v1/nvidia
chaiml-1027-quang-ir-lt-81119-v1-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/chaiml-1027-quang-ir-lt-81119-v1/nvidia/config.json
chaiml-1027-quang-ir-lt-81119-v1-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/chaiml-1027-quang-ir-lt-81119-v1/nvidia/special_tokens_map.json
chaiml-1027-quang-ir-lt-81119-v1-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/chaiml-1027-quang-ir-lt-81119-v1/nvidia/tokenizer_config.json
chaiml-1027-quang-ir-lt-81119-v1-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/chaiml-1027-quang-ir-lt-81119-v1/nvidia/tokenizer.json
chaiml-1027-quang-ir-lt-81119-v1-mkmlizer: cp /dev/shm/model_cache/flywheel_model.1.safetensors s3://guanaco-mkml-models/chaiml-1027-quang-ir-lt-81119-v1/nvidia/flywheel_model.1.safetensors
chaiml-1027-quang-ir-lt-81119-v1-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/chaiml-1027-quang-ir-lt-81119-v1/nvidia/flywheel_model.0.safetensors
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Job chaiml-1027-quang-ir-lt-81119-v1-mkmlizer completed after 416.59s with status: succeeded
Stopping job with name chaiml-1027-quang-ir-lt-81119-v1-mkmlizer
Pipeline stage MKMLizer completed in 417.12s
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-1027-quang-ir-lt-81119-v1
Waiting for inference service chaiml-1027-quang-ir-lt-81119-v1 to be ready
Inference service chaiml-1027-quang-ir-lt-81119-v1 ready after 90.34128046035767s
Pipeline stage MKMLDeployer completed in 90.88s
run pipeline stage %s
Running pipeline stage StressChecker
Received healthy response to inference request in 2.3721561431884766s
Received healthy response to inference request in 1.9205365180969238s
Received healthy response to inference request in 2.217545509338379s
Received healthy response to inference request in 2.5065152645111084s
Received healthy response to inference request in 1.9057114124298096s
5 requests
0 failed requests
5th percentile: 1.9086764335632325
10th percentile: 1.9116414546966554
20th percentile: 1.917571496963501
30th percentile: 1.9799383163452149
40th percentile: 2.098741912841797
50th percentile: 2.217545509338379
60th percentile: 2.279389762878418
70th percentile: 2.341234016418457
80th percentile: 2.399027967453003
90th percentile: 2.452771615982056
95th percentile: 2.479643440246582
99th percentile: 2.501140899658203
mean time: 2.1844929695129394
Pipeline stage StressChecker completed in 12.17s
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 0.66s
Shutdown handler de-registered
chaiml-1027-quang-ir-lt_81119_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 0.09s
run pipeline stage %s
Running pipeline stage MKMLProfilerDeployer
Creating inference service chaiml-1027-quang-ir-lt-81119-v1-profiler
Waiting for inference service chaiml-1027-quang-ir-lt-81119-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 2683.88s
Shutdown handler de-registered
chaiml-1027-quang-ir-lt_81119_v1 status is now inactive due to auto deactivation removed underperforming models
chaiml-1027-quang-ir-lt_81119_v1 status is now torndown due to DeploymentManager action