developer_uid: chai_backend_admin
submission_id: chaiml-1108-quang-ir-mix_6541_v1
model_name: training123
model_group: ChaiML/1108-quang-ir-mix
status: torndown
timestamp: 2025-11-11T17:51:30+00:00
num_battles: 5695
num_wins: 2818
celo_rating: 1293.64
family_friendly_score: 0.0
family_friendly_standard_error: 0.0
submission_type: basic
model_repo: ChaiML/1108-quang-ir-mixall-cld-i8a8-hl-mult-f5000-dpo_mult25k_0164641ep_5e6cs
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': 0.37993609377369314, 'latency_mean': 2.6318996477127077, 'latency_p50': 2.6261892318725586, 'latency_p90': 2.8964473009109497}, {'batch_size': 2, 'throughput': 0.573956945925798, 'latency_mean': 3.477710733413696, 'latency_p50': 3.4740548133850098, 'latency_p90': 3.817574310302734}, {'batch_size': 3, 'throughput': 0.7012680241483118, 'latency_mean': 4.2546167719364165, 'latency_p50': 4.248918652534485, 'latency_p90': 4.772439861297607}, {'batch_size': 4, 'throughput': 0.8067300583590157, 'latency_mean': 4.944493423700333, 'latency_p50': 4.945453763008118, 'latency_p90': 5.557256579399109}, {'batch_size': 5, 'throughput': 0.8612229269714228, 'latency_mean': 5.769325033426285, 'latency_p50': 5.755528450012207, 'latency_p90': 6.643237352371216}]
gpu_counts: {'NVIDIA L40S': 1}
display_name: training123
is_internal_developer: True
language_model: ChaiML/1108-quang-ir-mixall-cld-i8a8-hl-mult-f5000-dpo_mult25k_0164641ep_5e6cs
model_size: 24B
ranking_group: single
throughput_3p7s: 0.62
us_pacific_date: 2025-11-08
win_ratio: 0.4948200175592625
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', '</s>', 'You:', '####'], '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
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Running pipeline stage MKMLizer
Starting job with name chaiml-1108-quang-ir-mix-6541-v1-mkmlizer
Waiting for job on chaiml-1108-quang-ir-mix-6541-v1-mkmlizer to finish
chaiml-1108-quang-ir-mix-6541-v1-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
chaiml-1108-quang-ir-mix-6541-v1-mkmlizer: ║                                                                     ║
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chaiml-1108-quang-ir-mix-6541-v1-mkmlizer: ║   ░███      ░███   ░███ ░░███    ░███                               ║
chaiml-1108-quang-ir-mix-6541-v1-mkmlizer: ║   █████     █████  █████ ░░████  █████                              ║
chaiml-1108-quang-ir-mix-6541-v1-mkmlizer: ║  ░░░░░     ░░░░░  ░░░░░   ░░░░  ░░░░░                               ║
chaiml-1108-quang-ir-mix-6541-v1-mkmlizer: ║                                                                     ║
chaiml-1108-quang-ir-mix-6541-v1-mkmlizer: ║  Version: 0.30.2                                                    ║
chaiml-1108-quang-ir-mix-6541-v1-mkmlizer: ║  Features: FLYWHEEL, CUDA                                           ║
chaiml-1108-quang-ir-mix-6541-v1-mkmlizer: ║  Copyright 2023-2025 MK ONE TECHNOLOGIES Inc.                       ║
chaiml-1108-quang-ir-mix-6541-v1-mkmlizer: ║  https://mk1.ai                                                     ║
chaiml-1108-quang-ir-mix-6541-v1-mkmlizer: ║                                                                     ║
chaiml-1108-quang-ir-mix-6541-v1-mkmlizer: ║  The license key for the current software has been verified as      ║
chaiml-1108-quang-ir-mix-6541-v1-mkmlizer: ║  belonging to:                                                      ║
chaiml-1108-quang-ir-mix-6541-v1-mkmlizer: ║                                                                     ║
chaiml-1108-quang-ir-mix-6541-v1-mkmlizer: ║  Chai Research Corp.                                                ║
chaiml-1108-quang-ir-mix-6541-v1-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
chaiml-1108-quang-ir-mix-6541-v1-mkmlizer: ║  Expiration: 2028-03-31 23:59:59                                    ║
chaiml-1108-quang-ir-mix-6541-v1-mkmlizer: ║                                                                     ║
chaiml-1108-quang-ir-mix-6541-v1-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
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-1108-quang-ir-mix-6541-v1-mkmlizer: Downloaded to shared memory in 70.400s
chaiml-1108-quang-ir-mix-6541-v1-mkmlizer: Checking if ChaiML/1108-quang-ir-mixall-cld-i8a8-hl-mult-f5000-dpo_mult25k_0164641ep_5e6cs already exists in ChaiML
chaiml-1108-quang-ir-mix-6541-v1-mkmlizer: quantizing model to /dev/shm/model_cache, profile:s0, folder:/tmp/tmptq_ohiag, device:0
chaiml-1108-quang-ir-mix-6541-v1-mkmlizer: Saving flywheel model at /dev/shm/model_cache
chaiml-1108-quang-ir-mix-6541-v1-mkmlizer: quantized model in 41.812s
chaiml-1108-quang-ir-mix-6541-v1-mkmlizer: Processed model ChaiML/1108-quang-ir-mixall-cld-i8a8-hl-mult-f5000-dpo_mult25k_0164641ep_5e6cs in 112.212s
chaiml-1108-quang-ir-mix-6541-v1-mkmlizer: creating bucket guanaco-mkml-models
chaiml-1108-quang-ir-mix-6541-v1-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
chaiml-1108-quang-ir-mix-6541-v1-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/chaiml-1108-quang-ir-mix-6541-v1/nvidia
chaiml-1108-quang-ir-mix-6541-v1-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/chaiml-1108-quang-ir-mix-6541-v1/nvidia/config.json
chaiml-1108-quang-ir-mix-6541-v1-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/chaiml-1108-quang-ir-mix-6541-v1/nvidia/special_tokens_map.json
chaiml-1108-quang-ir-mix-6541-v1-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/chaiml-1108-quang-ir-mix-6541-v1/nvidia/tokenizer_config.json
chaiml-1108-quang-ir-mix-6541-v1-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/chaiml-1108-quang-ir-mix-6541-v1/nvidia/tokenizer.json
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-1108-quang-ir-mix-6541-v1-mkmlizer: cp /dev/shm/model_cache/flywheel_model.1.safetensors s3://guanaco-mkml-models/chaiml-1108-quang-ir-mix-6541-v1/nvidia/flywheel_model.1.safetensors
chaiml-1108-quang-ir-mix-6541-v1-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/chaiml-1108-quang-ir-mix-6541-v1/nvidia/flywheel_model.0.safetensors
chaiml-1108-quang-ir-mix-6541-v1-mkmlizer: 
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Job chaiml-1108-quang-ir-mix-6541-v1-mkmlizer completed after 155.61s with status: succeeded
Stopping job with name chaiml-1108-quang-ir-mix-6541-v1-mkmlizer
Pipeline stage MKMLizer completed in 156.23s
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Running pipeline stage MKMLDeployer
Creating inference service chaiml-1108-quang-ir-mix-6541-v1
Waiting for inference service chaiml-1108-quang-ir-mix-6541-v1 to be ready
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', '')
Inference service chaiml-1108-quang-ir-mix-6541-v1 ready after 180.9117395877838s
Pipeline stage MKMLDeployer completed in 181.75s
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Running pipeline stage StressChecker
HTTPConnectionPool(host='guanaco-submitter.guanaco-backend.k2.chaiverse.com', port=80): Read timed out. (read timeout=20)
Received unhealthy response to inference request!
Received healthy response to inference request in 2.7788538932800293s
Received healthy response to inference request in 2.24381160736084s
Received healthy response to inference request in 2.0906403064727783s
Received healthy response to inference request in 2.1863768100738525s
5 requests
1 failed requests
5th percentile: 2.109787607192993
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90th percentile: 13.271965694427493
95th percentile: 16.76966962814331
99th percentile: 19.567832775115967
mean time: 5.913411235809326
%s, retrying in %s seconds...
Received healthy response to inference request in 2.2306861877441406s
Received healthy response to inference request in 2.960308790206909s
Received healthy response to inference request in 2.4984421730041504s
Received healthy response to inference request in 2.5663397312164307s
Received healthy response to inference request in 2.5409281253814697s
5 requests
0 failed requests
5th percentile: 2.2842373847961426
10th percentile: 2.3377885818481445
20th percentile: 2.4448909759521484
30th percentile: 2.5069393634796144
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90th percentile: 2.8027211666107177
95th percentile: 2.881514978408813
99th percentile: 2.94455002784729
mean time: 2.55934100151062
Pipeline stage StressChecker completed in 45.04s
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Creating inference service chaiml-1108-quang-ir-mix-6541-v1-profiler
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Pipeline stage OfflineFamilyFriendlyScorer completed in 5671.64s
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