chaiml-mistralnemo-nis-_16053

developer_uid: NischayDnk

submission_id: chaiml-mistralnemo-nis-_16053_v4

model_name: chaiml-mistralnemo-nis-_16053_v4

model_group: ChaiML/mistralnemo_nis_d

status: torndown

timestamp: 2025-07-14T23:33:13+00:00

num_battles: 11269

num_wins: 5749

celo_rating: 1300.27

family_friendly_score: 0.5522

family_friendly_standard_error: 0.007032427177013638

submission_type: basic

model_repo: ChaiML/mistralnemo_nis_deepseek_sfttop10klex_sfts2_sftexp1_1300_v3_pubpref

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': 0.4840295911219292, 'latency_mean': 2.065870883464813, 'latency_p50': 2.0637667179107666, 'latency_p90': 2.270279335975647}, {'batch_size': 2, 'throughput': 0.6654611238197993, 'latency_mean': 3.005216028690338, 'latency_p50': 3.012235164642334, 'latency_p90': 3.279267382621765}, {'batch_size': 3, 'throughput': 0.766781756763684, 'latency_mean': 3.9044929432868956, 'latency_p50': 3.9191458225250244, 'latency_p90': 4.277505469322205}, {'batch_size': 4, 'throughput': 0.8341252507424688, 'latency_mean': 4.78350545167923, 'latency_p50': 4.804868102073669, 'latency_p90': 5.376348900794983}, {'batch_size': 5, 'throughput': 0.870185269887591, 'latency_mean': 5.72980781674385, 'latency_p50': 5.755059242248535, 'latency_p90': 6.315223979949951}]

gpu_counts: {'NVIDIA RTX A5000': 1}

display_name: chaiml-mistralnemo-nis-_16053_v4

is_internal_developer: False

language_model: ChaiML/mistralnemo_nis_deepseek_sfttop10klex_sfts2_sftexp1_1300_v3_pubpref

model_size: 13B

ranking_group: single

throughput_3p7s: 0.75

us_pacific_date: 2025-07-14

win_ratio: 0.5101606176235691

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', '</s>', '<|im_end|>', '<|im_start|>', '###'], 'max_input_tokens': 2048, 'best_of': 8, 'max_output_tokens': 64}

formatter: {'memory_template': '<|system|>Family Friendly{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-nis-16053-v4-mkmlizer
Waiting for job on chaiml-mistralnemo-nis-16053-v4-mkmlizer to finish
chaiml-mistralnemo-nis-16053-v4-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
chaiml-mistralnemo-nis-16053-v4-mkmlizer: ║                                                                     ║
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chaiml-mistralnemo-nis-16053-v4-mkmlizer: ║   █████     █████  █████ ░░████  █████                              ║
chaiml-mistralnemo-nis-16053-v4-mkmlizer: ║  ░░░░░     ░░░░░  ░░░░░   ░░░░  ░░░░░                               ║
chaiml-mistralnemo-nis-16053-v4-mkmlizer: ║                                                                     ║
chaiml-mistralnemo-nis-16053-v4-mkmlizer: ║  Version: 0.29.15                                                   ║
chaiml-mistralnemo-nis-16053-v4-mkmlizer: ║  Features: FLYWHEEL, CUDA                                           ║
chaiml-mistralnemo-nis-16053-v4-mkmlizer: ║  Copyright 2023-2025 MK ONE TECHNOLOGIES Inc.                       ║
chaiml-mistralnemo-nis-16053-v4-mkmlizer: ║  https://mk1.ai                                                     ║
chaiml-mistralnemo-nis-16053-v4-mkmlizer: ║                                                                     ║
chaiml-mistralnemo-nis-16053-v4-mkmlizer: ║  The license key for the current software has been verified as      ║
chaiml-mistralnemo-nis-16053-v4-mkmlizer: ║  belonging to:                                                      ║
chaiml-mistralnemo-nis-16053-v4-mkmlizer: ║                                                                     ║
chaiml-mistralnemo-nis-16053-v4-mkmlizer: ║  Chai Research Corp.                                                ║
chaiml-mistralnemo-nis-16053-v4-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
chaiml-mistralnemo-nis-16053-v4-mkmlizer: ║  Expiration: 2028-03-31 23:59:59                                    ║
chaiml-mistralnemo-nis-16053-v4-mkmlizer: ║                                                                     ║
chaiml-mistralnemo-nis-16053-v4-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
chaiml-mistralnemo-nis-16053-v4-mkmlizer: Downloaded to shared memory in 43.451s
chaiml-mistralnemo-nis-16053-v4-mkmlizer: Checking if ChaiML/mistralnemo_nis_deepseek_sfttop10klex_sfts2_sftexp1_1300_v3_pubpref already exists in ChaiML
chaiml-mistralnemo-nis-16053-v4-mkmlizer: quantizing model to /dev/shm/model_cache, profile:s0, folder:/tmp/tmpy13eklkj, device:0
chaiml-mistralnemo-nis-16053-v4-mkmlizer: Saving flywheel model at /dev/shm/model_cache
chaiml-mistralnemo-nis-16053-v4-mkmlizer: quantized model in 30.741s
chaiml-mistralnemo-nis-16053-v4-mkmlizer: Processed model ChaiML/mistralnemo_nis_deepseek_sfttop10klex_sfts2_sftexp1_1300_v3_pubpref in 74.192s
chaiml-mistralnemo-nis-16053-v4-mkmlizer: creating bucket guanaco-mkml-models
chaiml-mistralnemo-nis-16053-v4-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
chaiml-mistralnemo-nis-16053-v4-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/chaiml-mistralnemo-nis-16053-v4/nvidia
chaiml-mistralnemo-nis-16053-v4-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/chaiml-mistralnemo-nis-16053-v4/nvidia/config.json
chaiml-mistralnemo-nis-16053-v4-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/chaiml-mistralnemo-nis-16053-v4/nvidia/special_tokens_map.json
chaiml-mistralnemo-nis-16053-v4-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/chaiml-mistralnemo-nis-16053-v4/nvidia/tokenizer_config.json
chaiml-mistralnemo-nis-16053-v4-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/chaiml-mistralnemo-nis-16053-v4/nvidia/tokenizer.json
chaiml-mistralnemo-nis-16053-v4-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/chaiml-mistralnemo-nis-16053-v4/nvidia/flywheel_model.0.safetensors
chaiml-mistralnemo-nis-16053-v4-mkmlizer: 
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Job chaiml-mistralnemo-nis-16053-v4-mkmlizer completed after 95.69s with status: succeeded
Stopping job with name chaiml-mistralnemo-nis-16053-v4-mkmlizer
Pipeline stage MKMLizer completed in 96.26s
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Running pipeline stage MKMLTemplater
Pipeline stage MKMLTemplater completed in 0.19s
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Running pipeline stage MKMLDeployer
Creating inference service chaiml-mistralnemo-nis-16053-v4
Waiting for inference service chaiml-mistralnemo-nis-16053-v4 to be ready
Inference service chaiml-mistralnemo-nis-16053-v4 ready after 240.9277539253235s
Pipeline stage MKMLDeployer completed in 241.44s
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Running pipeline stage StressChecker
Received healthy response to inference request in 2.2359554767608643s
Received healthy response to inference request in 1.5141007900238037s
Received healthy response to inference request in 2.2874982357025146s
Received healthy response to inference request in 1.970473289489746s
Received healthy response to inference request in 1.9934282302856445s
5 requests
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5th percentile: 1.6053752899169922
10th percentile: 1.6966497898101807
20th percentile: 1.8791987895965576
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70th percentile: 2.1874500274658204
80th percentile: 2.246264028549194
90th percentile: 2.2668811321258544
95th percentile: 2.2771896839141847
99th percentile: 2.2854365253448488
mean time: 2.0002912044525147
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