developer_uid: qdv206
submission_id: chaiml-1101-quang-ir-mix_7776_v2
model_name: training123
model_group: ChaiML/1101-quang-ir-mix
status: torndown
timestamp: 2025-11-05T14:56:16+00:00
num_battles: 7818
num_wins: 3928
celo_rating: 1290.87
family_friendly_score: 0.0
family_friendly_standard_error: 0.0
submission_type: basic
model_repo: ChaiML/1101-quang-ir-mixnov1all-cld-iq8-adh8-onlyh3
model_architecture: MistralForCausalLM
model_num_parameters: 24096691200.0
best_of: 8
max_input_tokens: 2048
max_output_tokens: 64
reward_model: default
latencies: [{'batch_size': 1, 'throughput': 0.4609827009441095, 'latency_mean': 2.1691806960105895, 'latency_p50': 2.174249529838562, 'latency_p90': 2.3608594655990602}, {'batch_size': 2, 'throughput': 0.6706598286899814, 'latency_mean': 2.9787534368038178, 'latency_p50': 2.994842290878296, 'latency_p90': 3.210598945617676}, {'batch_size': 3, 'throughput': 0.8176574795828434, 'latency_mean': 3.6633486092090606, 'latency_p50': 3.677107810974121, 'latency_p90': 3.990225315093994}, {'batch_size': 4, 'throughput': 0.9121717646915262, 'latency_mean': 4.3684096276760105, 'latency_p50': 4.362262845039368, 'latency_p90': 5.063331389427185}, {'batch_size': 5, 'throughput': 0.971829086333484, 'latency_mean': 5.1225140976905825, 'latency_p50': 5.152940392494202, 'latency_p90': 5.864548373222351}]
gpu_counts: {'NVIDIA L40S': 1}
display_name: training123
is_internal_developer: False
language_model: ChaiML/1101-quang-ir-mixnov1all-cld-iq8-adh8-onlyh3
model_size: 24B
ranking_group: single
throughput_3p7s: 0.82
us_pacific_date: 2025-11-02
win_ratio: 0.5024302890764901
generation_params: {'temperature': 1.0, 'top_p': 1.0, 'min_p': 0.0, 'top_k': 80, 'presence_penalty': 0.0, 'frequency_penalty': 0.0, 'stopping_words': ['\n', '####', 'You:', '</s>', '####\n'], 'max_input_tokens': 2048, 'best_of': 8, 'max_output_tokens': 64}
formatter: {'memory_template': "{bot_name}'s persona: {memory}", 'prompt_template': '', 'bot_template': '{bot_name}: {message}\n', 'user_template': 'You: {message}\n', 'response_template': '####\n{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-1101-quang-ir-mix-7776-v2-mkmlizer
Waiting for job on chaiml-1101-quang-ir-mix-7776-v2-mkmlizer to finish
chaiml-1101-quang-ir-mix-7776-v2-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
chaiml-1101-quang-ir-mix-7776-v2-mkmlizer: ║                                                                     ║
chaiml-1101-quang-ir-mix-7776-v2-mkmlizer: ║   ██████   ██████  █████   ████  ████                               ║
chaiml-1101-quang-ir-mix-7776-v2-mkmlizer: ║  ░░██████ ██████  ░░███   ███░  ░░███                               ║
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chaiml-1101-quang-ir-mix-7776-v2-mkmlizer: ║   ░███      ░███   ░███ ░░███    ░███                               ║
chaiml-1101-quang-ir-mix-7776-v2-mkmlizer: ║   █████     █████  █████ ░░████  █████                              ║
chaiml-1101-quang-ir-mix-7776-v2-mkmlizer: ║  ░░░░░     ░░░░░  ░░░░░   ░░░░  ░░░░░                               ║
chaiml-1101-quang-ir-mix-7776-v2-mkmlizer: ║                                                                     ║
chaiml-1101-quang-ir-mix-7776-v2-mkmlizer: ║  Version: 0.30.2                                                    ║
chaiml-1101-quang-ir-mix-7776-v2-mkmlizer: ║  Features: FLYWHEEL, CUDA                                           ║
chaiml-1101-quang-ir-mix-7776-v2-mkmlizer: ║  Copyright 2023-2025 MK ONE TECHNOLOGIES Inc.                       ║
chaiml-1101-quang-ir-mix-7776-v2-mkmlizer: ║  https://mk1.ai                                                     ║
chaiml-1101-quang-ir-mix-7776-v2-mkmlizer: ║                                                                     ║
chaiml-1101-quang-ir-mix-7776-v2-mkmlizer: ║  The license key for the current software has been verified as      ║
chaiml-1101-quang-ir-mix-7776-v2-mkmlizer: ║  belonging to:                                                      ║
chaiml-1101-quang-ir-mix-7776-v2-mkmlizer: ║                                                                     ║
chaiml-1101-quang-ir-mix-7776-v2-mkmlizer: ║  Chai Research Corp.                                                ║
chaiml-1101-quang-ir-mix-7776-v2-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
chaiml-1101-quang-ir-mix-7776-v2-mkmlizer: ║  Expiration: 2028-03-31 23:59:59                                    ║
chaiml-1101-quang-ir-mix-7776-v2-mkmlizer: ║                                                                     ║
chaiml-1101-quang-ir-mix-7776-v2-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
chaiml-1101-quang-ir-mix-7776-v2-mkmlizer: Downloaded to shared memory in 51.221s
chaiml-1101-quang-ir-mix-7776-v2-mkmlizer: Checking if ChaiML/1101-quang-ir-mixnov1all-cld-iq8-adh8-onlyh3 already exists in ChaiML
chaiml-1101-quang-ir-mix-7776-v2-mkmlizer: quantizing model to /dev/shm/model_cache, profile:q4, folder:/tmp/tmpgl905gly, device:0
chaiml-1101-quang-ir-mix-7776-v2-mkmlizer: Saving flywheel model at /dev/shm/model_cache
Connection pool is full, discarding connection: %s. Connection pool size: %s
Connection pool is full, discarding connection: %s. Connection pool size: %s
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-1101-quang-ir-mix-7776-v2-mkmlizer: quantized model in 285.739s
chaiml-1101-quang-ir-mix-7776-v2-mkmlizer: Processed model ChaiML/1101-quang-ir-mixnov1all-cld-iq8-adh8-onlyh3 in 336.961s
chaiml-1101-quang-ir-mix-7776-v2-mkmlizer: creating bucket guanaco-mkml-models
chaiml-1101-quang-ir-mix-7776-v2-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
chaiml-1101-quang-ir-mix-7776-v2-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/chaiml-1101-quang-ir-mix-7776-v2/nvidia
chaiml-1101-quang-ir-mix-7776-v2-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/chaiml-1101-quang-ir-mix-7776-v2/nvidia/config.json
chaiml-1101-quang-ir-mix-7776-v2-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/chaiml-1101-quang-ir-mix-7776-v2/nvidia/special_tokens_map.json
chaiml-1101-quang-ir-mix-7776-v2-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/chaiml-1101-quang-ir-mix-7776-v2/nvidia/tokenizer_config.json
chaiml-1101-quang-ir-mix-7776-v2-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/chaiml-1101-quang-ir-mix-7776-v2/nvidia/tokenizer.json
chaiml-1101-quang-ir-mix-7776-v2-mkmlizer: cp /dev/shm/model_cache/flywheel_model.1.safetensors s3://guanaco-mkml-models/chaiml-1101-quang-ir-mix-7776-v2/nvidia/flywheel_model.1.safetensors
chaiml-1101-quang-ir-mix-7776-v2-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/chaiml-1101-quang-ir-mix-7776-v2/nvidia/flywheel_model.0.safetensors
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Job chaiml-1101-quang-ir-mix-7776-v2-mkmlizer completed after 418.56s with status: succeeded
Stopping job with name chaiml-1101-quang-ir-mix-7776-v2-mkmlizer
Pipeline stage MKMLizer completed in 419.40s
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-1101-quang-ir-mix-7776-v2
Waiting for inference service chaiml-1101-quang-ir-mix-7776-v2 to be ready
Inference service chaiml-1101-quang-ir-mix-7776-v2 ready after 141.00916147232056s
Pipeline stage MKMLDeployer completed in 141.90s
run pipeline stage %s
Running pipeline stage StressChecker
Received healthy response to inference request in 2.3112082481384277s
Received healthy response to inference request in 2.530524730682373s
Received healthy response to inference request in 2.0430665016174316s
Received healthy response to inference request in 2.137228488922119s
Received healthy response to inference request in 2.1861767768859863s
5 requests
0 failed requests
5th percentile: 2.0618988990783693
10th percentile: 2.0807312965393066
20th percentile: 2.1183960914611815
30th percentile: 2.1470181465148928
40th percentile: 2.1665974617004395
50th percentile: 2.1861767768859863
60th percentile: 2.236189365386963
70th percentile: 2.2862019538879395
80th percentile: 2.355071544647217
90th percentile: 2.442798137664795
95th percentile: 2.486661434173584
99th percentile: 2.5217520713806154
mean time: 2.2416409492492675
Pipeline stage StressChecker completed in 13.06s
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 0.77s
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 0.91s
Shutdown handler de-registered
chaiml-1101-quang-ir-mix_7776_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 0.12s
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-1101-quang-ir-mix-7776-v2-profiler
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
Pipeline stage OfflineFamilyFriendlyScorer completed in 4826.35s
Shutdown handler de-registered
chaiml-1101-quang-ir-mix_7776_v2 status is now torndown due to DeploymentManager action