chaiml-mistralnemo-12b-_59092

developer_uid: NischayDnk

submission_id: chaiml-mistralnemo-12b-_59092_v2

model_name: chaiml-mistralnemo-12b-_59092_v2

model_group: ChaiML/mistralnemo-12b-s

status: torndown

timestamp: 2025-06-27T22:44:19+00:00

num_battles: 8177

num_wins: 4256

celo_rating: 1297.68

family_friendly_score: 0.5184

family_friendly_standard_error: 0.007066278228317931

submission_type: basic

model_repo: ChaiML/mistralnemo-12b-sfts1-exp1-highqualityjun27-s400-fullft-4096

model_architecture: MistralForCausalLM

model_num_parameters: 12772070400.0

best_of: 8

max_input_tokens: 2048

max_output_tokens: 64

reward_model: default

latencies: [{'batch_size': 1, 'throughput': 0.4831967499698947, 'latency_mean': 2.0694498944282533, 'latency_p50': 2.076219320297241, 'latency_p90': 2.268884038925171}, {'batch_size': 2, 'throughput': 0.6588497014182805, 'latency_mean': 3.0242911756038664, 'latency_p50': 3.0198620557785034, 'latency_p90': 3.270569944381714}, {'batch_size': 3, 'throughput': 0.7661086685231899, 'latency_mean': 3.9085762119293213, 'latency_p50': 3.89431893825531, 'latency_p90': 4.4094950437545775}, {'batch_size': 4, 'throughput': 0.827534798766445, 'latency_mean': 4.817052694559098, 'latency_p50': 4.814104676246643, 'latency_p90': 5.446011161804199}, {'batch_size': 5, 'throughput': 0.8622087694055516, 'latency_mean': 5.782135121822357, 'latency_p50': 5.7411946058273315, 'latency_p90': 6.492957949638367}]

gpu_counts: {'NVIDIA RTX A5000': 1}

display_name: chaiml-mistralnemo-12b-_59092_v2

is_internal_developer: False

language_model: ChaiML/mistralnemo-12b-sfts1-exp1-highqualityjun27-s400-fullft-4096

model_size: 13B

ranking_group: single

throughput_3p7s: 0.75

us_pacific_date: 2025-06-27

win_ratio: 0.5204842851901675

generation_params: {'temperature': 0.9, 'top_p': 1.0, 'min_p': 0.05, 'top_k': 80, 'presence_penalty': 0.1, 'frequency_penalty': 0.1, 'stopping_words': ['\n', '<|im_end|>', '<|im_start|>'], 'max_input_tokens': 2048, 'best_of': 8, 'max_output_tokens': 64}

formatter: {'memory_template': '<|system|>{bot_name} {memory}\n', 'prompt_template': '', 'bot_template': '<|im_start|>assistant\n{message}<|im_end|>\n', 'user_template': '<|im_start|>user\nYou: {message}<|im_end|>\n', 'response_template': '<|im_start|>assistant\n', '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-mistralnemo-12b-59092-v2-mkmlizer
Waiting for job on chaiml-mistralnemo-12b-59092-v2-mkmlizer to finish
chaiml-mistralnemo-12b-59092-v2-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
chaiml-mistralnemo-12b-59092-v2-mkmlizer: ║                                                                     ║
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chaiml-mistralnemo-12b-59092-v2-mkmlizer: ║   ░███      ░███   ░███ ░░███    ░███                               ║
chaiml-mistralnemo-12b-59092-v2-mkmlizer: ║   █████     █████  █████ ░░████  █████                              ║
chaiml-mistralnemo-12b-59092-v2-mkmlizer: ║  ░░░░░     ░░░░░  ░░░░░   ░░░░  ░░░░░                               ║
chaiml-mistralnemo-12b-59092-v2-mkmlizer: ║                                                                     ║
chaiml-mistralnemo-12b-59092-v2-mkmlizer: ║  Version: 0.29.3                                                    ║
chaiml-mistralnemo-12b-59092-v2-mkmlizer: ║  Features: FLYWHEEL, CUDA                                           ║
chaiml-mistralnemo-12b-59092-v2-mkmlizer: ║  Copyright 2023-2025 MK ONE TECHNOLOGIES Inc.                       ║
chaiml-mistralnemo-12b-59092-v2-mkmlizer: ║  https://mk1.ai                                                     ║
chaiml-mistralnemo-12b-59092-v2-mkmlizer: ║                                                                     ║
chaiml-mistralnemo-12b-59092-v2-mkmlizer: ║  The license key for the current software has been verified as      ║
chaiml-mistralnemo-12b-59092-v2-mkmlizer: ║  belonging to:                                                      ║
chaiml-mistralnemo-12b-59092-v2-mkmlizer: ║                                                                     ║
chaiml-mistralnemo-12b-59092-v2-mkmlizer: ║  Chai Research Corp.                                                ║
chaiml-mistralnemo-12b-59092-v2-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
chaiml-mistralnemo-12b-59092-v2-mkmlizer: ║  Expiration: 2028-03-31 23:59:59                                    ║
chaiml-mistralnemo-12b-59092-v2-mkmlizer: ║                                                                     ║
chaiml-mistralnemo-12b-59092-v2-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
chaiml-mistralnemo-12b-59092-v2-mkmlizer: Downloaded to shared memory in 32.110s
chaiml-mistralnemo-12b-59092-v2-mkmlizer: Checking if ChaiML/mistralnemo-12b-sfts1-exp1-highqualityjun27-s400-fullft-4096 already exists in ChaiML
chaiml-mistralnemo-12b-59092-v2-mkmlizer: quantizing model to /dev/shm/model_cache, profile:s0, folder:/tmp/tmpi1c70kti, device:0
chaiml-mistralnemo-12b-59092-v2-mkmlizer: Saving flywheel model at /dev/shm/model_cache
chaiml-mistralnemo-12b-59092-v2-mkmlizer: quantized model in 31.736s
chaiml-mistralnemo-12b-59092-v2-mkmlizer: Processed model ChaiML/mistralnemo-12b-sfts1-exp1-highqualityjun27-s400-fullft-4096 in 63.847s
chaiml-mistralnemo-12b-59092-v2-mkmlizer: creating bucket guanaco-mkml-models
chaiml-mistralnemo-12b-59092-v2-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
chaiml-mistralnemo-12b-59092-v2-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/chaiml-mistralnemo-12b-59092-v2
chaiml-mistralnemo-12b-59092-v2-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/chaiml-mistralnemo-12b-59092-v2/config.json
chaiml-mistralnemo-12b-59092-v2-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/chaiml-mistralnemo-12b-59092-v2/special_tokens_map.json
chaiml-mistralnemo-12b-59092-v2-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/chaiml-mistralnemo-12b-59092-v2/tokenizer_config.json
chaiml-mistralnemo-12b-59092-v2-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/chaiml-mistralnemo-12b-59092-v2/flywheel_model.0.safetensors
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Job chaiml-mistralnemo-12b-59092-v2-mkmlizer completed after 94.76s with status: succeeded
Stopping job with name chaiml-mistralnemo-12b-59092-v2-mkmlizer
Pipeline stage MKMLizer completed in 95.33s
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Running pipeline stage MKMLTemplater
Pipeline stage MKMLTemplater completed in 0.17s
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Running pipeline stage MKMLDeployer
Creating inference service chaiml-mistralnemo-12b-59092-v2
Waiting for inference service chaiml-mistralnemo-12b-59092-v2 to be ready
Inference service chaiml-mistralnemo-12b-59092-v2 ready after 150.8868806362152s
Pipeline stage MKMLDeployer completed in 151.56s
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Running pipeline stage StressChecker
Received healthy response to inference request in 2.589146375656128s
Received healthy response to inference request in 1.546480417251587s
Received healthy response to inference request in 1.8250517845153809s
Received healthy response to inference request in 1.8402409553527832s
Received healthy response to inference request in 1.660428524017334s
5 requests
0 failed requests
5th percentile: 1.5692700386047362
10th percentile: 1.5920596599578858
20th percentile: 1.6376389026641847
30th percentile: 1.6933531761169434
40th percentile: 1.759202480316162
50th percentile: 1.8250517845153809
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70th percentile: 1.8372031211853028
80th percentile: 1.9900220394134522
90th percentile: 2.28958420753479
95th percentile: 2.439365291595459
99th percentile: 2.559190158843994
mean time: 1.8922696113586426
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Running pipeline stage TriggerMKMLProfilingPipeline
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Running pipeline stage OfflineFamilyFriendlyScorer
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Pipeline stage OfflineFamilyFriendlyScorer completed in 5332.22s
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chaiml-mistralnemo-12b-_59092_v2 status is now inactive due to auto deactivation removed underperforming models
chaiml-mistralnemo-12b-_59092_v2 status is now torndown due to DeploymentManager action