cgato-nemo-12b-thespice-_1853

developer_uid: c.gato

submission_id: cgato-nemo-12b-thespice-_1853_v6

model_name: cgato-nemo-12b-thespice-_1853_v6

model_group: cgato/Nemo-12b-TheSpice-

status: torndown

timestamp: 2024-11-14T01:07:58+00:00

num_battles: 11896

num_wins: 6303

celo_rating: 1268.14

family_friendly_score: 0.5682

family_friendly_standard_error: 0.0070049805138915275

submission_type: basic

model_repo: cgato/Nemo-12b-TheSpice-V0.9-All-v2-KTO-v0.3-Small-2k

model_architecture: MistralForCausalLM

model_num_parameters: 12772121600.0

best_of: 8

max_input_tokens: 1024

max_output_tokens: 64

latencies: [{'batch_size': 1, 'throughput': 0.604559825906539, 'latency_mean': 1.6540297389030456, 'latency_p50': 1.6519540548324585, 'latency_p90': 1.8150772333145142}, {'batch_size': 3, 'throughput': 1.1230483139901501, 'latency_mean': 2.653188325166702, 'latency_p50': 2.6802120208740234, 'latency_p90': 2.9147204160690308}, {'batch_size': 5, 'throughput': 1.3261777831901695, 'latency_mean': 3.745645695924759, 'latency_p50': 3.748129963874817, 'latency_p90': 4.2219065666198725}, {'batch_size': 6, 'throughput': 1.4218017423107292, 'latency_mean': 4.206737703084945, 'latency_p50': 4.237848877906799, 'latency_p90': 4.70524320602417}, {'batch_size': 8, 'throughput': 1.4821771137237056, 'latency_mean': 5.355689911842346, 'latency_p50': 5.398643255233765, 'latency_p90': 6.0156499385833735}, {'batch_size': 10, 'throughput': 1.517059597043306, 'latency_mean': 6.546347272396088, 'latency_p50': 6.472422003746033, 'latency_p90': 7.532680678367615}]

gpu_counts: {'NVIDIA RTX A5000': 1}

display_name: cgato-nemo-12b-thespice-_1853_v6

is_internal_developer: False

language_model: cgato/Nemo-12b-TheSpice-V0.9-All-v2-KTO-v0.3-Small-2k

model_size: 13B

ranking_group: single

throughput_3p7s: 1.33

us_pacific_date: 2024-11-13

win_ratio: 0.5298419636852724

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': '<|im_start|>system\n{memory}<|im_end|>\n', 'prompt_template': '<|im_start|>user\n{prompt}<|im_end|>\n', 'bot_template': '<|im_start|>assistant\n{bot_name}: {message}<|im_end|>\n', 'user_template': '<|im_start|>user\n{user_name}: {message}<|im_end|>\n', 'response_template': '<|im_start|>assistant\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 cgato-nemo-12b-thespice-1853-v6-mkmlizer
Waiting for job on cgato-nemo-12b-thespice-1853-v6-mkmlizer to finish
cgato-nemo-12b-thespice-1853-v6-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
cgato-nemo-12b-thespice-1853-v6-mkmlizer: ║     _____            __           __                                ║
cgato-nemo-12b-thespice-1853-v6-mkmlizer: ║    / _/ /_ ___    __/ /  ___ ___ / /                                ║
cgato-nemo-12b-thespice-1853-v6-mkmlizer: ║   / _/ / // / |/|/ / _ \/ -_) -_) /                                 ║
cgato-nemo-12b-thespice-1853-v6-mkmlizer: ║  /_//_/\_, /|__,__/_//_/\__/\__/_/                                  ║
cgato-nemo-12b-thespice-1853-v6-mkmlizer: ║       /___/                                                         ║
cgato-nemo-12b-thespice-1853-v6-mkmlizer: ║                                                                     ║
cgato-nemo-12b-thespice-1853-v6-mkmlizer: ║  Version: 0.11.12                                                   ║
cgato-nemo-12b-thespice-1853-v6-mkmlizer: ║  Copyright 2023 MK ONE TECHNOLOGIES Inc.                            ║
cgato-nemo-12b-thespice-1853-v6-mkmlizer: ║  https://mk1.ai                                                     ║
cgato-nemo-12b-thespice-1853-v6-mkmlizer: ║                                                                     ║
cgato-nemo-12b-thespice-1853-v6-mkmlizer: ║  The license key for the current software has been verified as      ║
cgato-nemo-12b-thespice-1853-v6-mkmlizer: ║  belonging to:                                                      ║
cgato-nemo-12b-thespice-1853-v6-mkmlizer: ║                                                                     ║
cgato-nemo-12b-thespice-1853-v6-mkmlizer: ║  Chai Research Corp.                                                ║
cgato-nemo-12b-thespice-1853-v6-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
cgato-nemo-12b-thespice-1853-v6-mkmlizer: ║  Expiration: 2025-01-15 23:59:59                                    ║
cgato-nemo-12b-thespice-1853-v6-mkmlizer: ║                                                                     ║
cgato-nemo-12b-thespice-1853-v6-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
Connection pool is full, discarding connection: %s. Connection pool size: %s
Connection pool is full, discarding connection: %s. Connection pool size: %s
cgato-nemo-12b-thespice-1853-v6-mkmlizer: Downloaded to shared memory in 108.732s
cgato-nemo-12b-thespice-1853-v6-mkmlizer: quantizing model to /dev/shm/model_cache, profile:s0, folder:/tmp/tmpcnqrnp0f, device:0
cgato-nemo-12b-thespice-1853-v6-mkmlizer: Saving flywheel model at /dev/shm/model_cache
Failed to get response for submission bbchicago-nana-nemo-12b-v1-0_v8: ('http://bbchicago-nana-nemo-12b-v1-0-v8-predictor.tenant-chaiml-guanaco.k.chaiverse.com/v1/models/GPT-J-6B-lit-v2:predict', '')
cgato-nemo-12b-thespice-1853-v6-mkmlizer: quantized model in 35.844s
cgato-nemo-12b-thespice-1853-v6-mkmlizer: Processed model cgato/Nemo-12b-TheSpice-V0.9-All-v2-KTO-v0.3-Small-2k in 144.576s
cgato-nemo-12b-thespice-1853-v6-mkmlizer: creating bucket guanaco-mkml-models
cgato-nemo-12b-thespice-1853-v6-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
cgato-nemo-12b-thespice-1853-v6-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/cgato-nemo-12b-thespice-1853-v6
cgato-nemo-12b-thespice-1853-v6-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/cgato-nemo-12b-thespice-1853-v6/config.json
cgato-nemo-12b-thespice-1853-v6-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/cgato-nemo-12b-thespice-1853-v6/special_tokens_map.json
cgato-nemo-12b-thespice-1853-v6-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/cgato-nemo-12b-thespice-1853-v6/tokenizer_config.json
cgato-nemo-12b-thespice-1853-v6-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/cgato-nemo-12b-thespice-1853-v6/tokenizer.json
cgato-nemo-12b-thespice-1853-v6-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/cgato-nemo-12b-thespice-1853-v6/flywheel_model.0.safetensors
cgato-nemo-12b-thespice-1853-v6-mkmlizer: 
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Job cgato-nemo-12b-thespice-1853-v6-mkmlizer completed after 165.4s with status: succeeded
Stopping job with name cgato-nemo-12b-thespice-1853-v6-mkmlizer
Pipeline stage MKMLizer completed in 166.05s
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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 cgato-nemo-12b-thespice-1853-v6
Waiting for inference service cgato-nemo-12b-thespice-1853-v6 to be ready
Inference service cgato-nemo-12b-thespice-1853-v6 ready after 201.31172251701355s
Pipeline stage MKMLDeployer completed in 201.88s
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Running pipeline stage StressChecker
Received healthy response to inference request in 2.1749720573425293s
Received healthy response to inference request in 1.8130555152893066s
Received healthy response to inference request in 1.8811521530151367s
Received healthy response to inference request in 1.8810908794403076s
Received healthy response to inference request in 1.8136913776397705s
5 requests
0 failed requests
5th percentile: 1.8131826877593995
10th percentile: 1.8133098602294921
20th percentile: 1.8135642051696776
30th percentile: 1.8271712779998779
40th percentile: 1.8541310787200929
50th percentile: 1.8810908794403076
60th percentile: 1.8811153888702392
70th percentile: 1.8811398983001708
80th percentile: 1.9399161338806152
90th percentile: 2.0574440956115723
95th percentile: 2.116208076477051
99th percentile: 2.1632192611694334
mean time: 1.9127923965454101
Pipeline stage StressChecker completed in 11.68s
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