submission_id: cgato-nemo-12b-thespice-_1853_v7
developer_uid: c.gato
best_of: 8
celo_rating: 1276.39
display_name: cgato-nemo-12b-thespice-_1853_v7
family_friendly_score: 0.5738
family_friendly_standard_error: 0.006993619377689924
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}
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}
gpu_counts: {'NVIDIA RTX A5000': 1}
is_internal_developer: False
language_model: cgato/Nemo-12b-TheSpice-V0.9-All-v2-KTO-v0.3-Small-2k
latencies: [{'batch_size': 1, 'throughput': 0.6250252687343449, 'latency_mean': 1.5998342728614807, 'latency_p50': 1.5826841592788696, 'latency_p90': 1.784176731109619}, {'batch_size': 3, 'throughput': 1.1576479024369735, 'latency_mean': 2.585192371606827, 'latency_p50': 2.5936790704727173, 'latency_p90': 2.8176811218261717}, {'batch_size': 5, 'throughput': 1.4046948351021353, 'latency_mean': 3.54594061255455, 'latency_p50': 3.5252373218536377, 'latency_p90': 3.9906351566314697}, {'batch_size': 6, 'throughput': 1.4643956060730068, 'latency_mean': 4.077109252214432, 'latency_p50': 4.100901961326599, 'latency_p90': 4.615076112747192}, {'batch_size': 8, 'throughput': 1.5397953832211069, 'latency_mean': 5.1635485827922825, 'latency_p50': 5.20543909072876, 'latency_p90': 5.776011323928833}, {'batch_size': 10, 'throughput': 1.5887662834562863, 'latency_mean': 6.243197081089019, 'latency_p50': 6.2810670137405396, 'latency_p90': 7.067011380195618}]
max_input_tokens: 1024
max_output_tokens: 64
model_architecture: MistralForCausalLM
model_group: cgato/Nemo-12b-TheSpice-
model_name: cgato-nemo-12b-thespice-_1853_v7
model_num_parameters: 12772121600.0
model_repo: cgato/Nemo-12b-TheSpice-V0.9-All-v2-KTO-v0.3-Small-2k
model_size: 13B
num_battles: 8125
num_wins: 4393
ranking_group: single
status: inactive
submission_type: basic
throughput_3p7s: 1.43
timestamp: 2024-11-15T19:13:27+00:00
us_pacific_date: 2024-11-15
win_ratio: 0.540676923076923
Resubmit model
Shutdown handler not registered because Python interpreter is not running in the main thread
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Running pipeline stage MKMLizer
Starting job with name cgato-nemo-12b-thespice-1853-v7-mkmlizer
Waiting for job on cgato-nemo-12b-thespice-1853-v7-mkmlizer to finish
cgato-nemo-12b-thespice-1853-v7-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
cgato-nemo-12b-thespice-1853-v7-mkmlizer: ║ _____ __ __ ║
cgato-nemo-12b-thespice-1853-v7-mkmlizer: ║ / _/ /_ ___ __/ / ___ ___ / / ║
cgato-nemo-12b-thespice-1853-v7-mkmlizer: ║ / _/ / // / |/|/ / _ \/ -_) -_) / ║
cgato-nemo-12b-thespice-1853-v7-mkmlizer: ║ /_//_/\_, /|__,__/_//_/\__/\__/_/ ║
cgato-nemo-12b-thespice-1853-v7-mkmlizer: ║ /___/ ║
cgato-nemo-12b-thespice-1853-v7-mkmlizer: ║ ║
cgato-nemo-12b-thespice-1853-v7-mkmlizer: ║ Version: 0.11.12 ║
cgato-nemo-12b-thespice-1853-v7-mkmlizer: ║ Copyright 2023 MK ONE TECHNOLOGIES Inc. ║
cgato-nemo-12b-thespice-1853-v7-mkmlizer: ║ https://mk1.ai ║
cgato-nemo-12b-thespice-1853-v7-mkmlizer: ║ ║
cgato-nemo-12b-thespice-1853-v7-mkmlizer: ║ The license key for the current software has been verified as ║
cgato-nemo-12b-thespice-1853-v7-mkmlizer: ║ belonging to: ║
cgato-nemo-12b-thespice-1853-v7-mkmlizer: ║ ║
cgato-nemo-12b-thespice-1853-v7-mkmlizer: ║ Chai Research Corp. ║
cgato-nemo-12b-thespice-1853-v7-mkmlizer: ║ Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f ║
cgato-nemo-12b-thespice-1853-v7-mkmlizer: ║ Expiration: 2025-01-15 23:59:59 ║
cgato-nemo-12b-thespice-1853-v7-mkmlizer: ║ ║
cgato-nemo-12b-thespice-1853-v7-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
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cgato-nemo-12b-thespice-1853-v7-mkmlizer: Downloaded to shared memory in 93.181s
cgato-nemo-12b-thespice-1853-v7-mkmlizer: quantizing model to /dev/shm/model_cache, profile:s0, folder:/tmp/tmpy5e8n_4a, device:0
cgato-nemo-12b-thespice-1853-v7-mkmlizer: Saving flywheel model at /dev/shm/model_cache
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cgato-nemo-12b-thespice-1853-v7-mkmlizer: quantized model in 36.189s
cgato-nemo-12b-thespice-1853-v7-mkmlizer: Processed model cgato/Nemo-12b-TheSpice-V0.9-All-v2-KTO-v0.3-Small-2k in 129.370s
cgato-nemo-12b-thespice-1853-v7-mkmlizer: creating bucket guanaco-mkml-models
cgato-nemo-12b-thespice-1853-v7-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
cgato-nemo-12b-thespice-1853-v7-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/cgato-nemo-12b-thespice-1853-v7
cgato-nemo-12b-thespice-1853-v7-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/cgato-nemo-12b-thespice-1853-v7/config.json
cgato-nemo-12b-thespice-1853-v7-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/cgato-nemo-12b-thespice-1853-v7/special_tokens_map.json
cgato-nemo-12b-thespice-1853-v7-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/cgato-nemo-12b-thespice-1853-v7/tokenizer_config.json
cgato-nemo-12b-thespice-1853-v7-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/cgato-nemo-12b-thespice-1853-v7/tokenizer.json
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Job cgato-nemo-12b-thespice-1853-v7-mkmlizer completed after 155.6s with status: succeeded
Stopping job with name cgato-nemo-12b-thespice-1853-v7-mkmlizer
Pipeline stage MKMLizer completed in 156.31s
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Creating inference service cgato-nemo-12b-thespice-1853-v7
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Inference service cgato-nemo-12b-thespice-1853-v7 ready after 190.82443761825562s
Pipeline stage MKMLDeployer completed in 191.49s
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Running pipeline stage StressChecker
Received healthy response to inference request in 2.315613269805908s
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Received healthy response to inference request in 1.7602813243865967s
Received healthy response to inference request in 1.9307141304016113s
Received healthy response to inference request in 1.8646645545959473s
5 requests
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5th percentile: 1.7688477516174317
10th percentile: 1.7774141788482667
20th percentile: 1.7945470333099365
30th percentile: 1.8154236793518066
40th percentile: 1.840044116973877
50th percentile: 1.8646645545959473
60th percentile: 1.8910843849182128
70th percentile: 1.9175042152404784
80th percentile: 2.007693958282471
90th percentile: 2.1616536140441895
95th percentile: 2.2386334419250487
99th percentile: 2.3002173042297365
mean time: 1.934877347946167
Pipeline stage StressChecker completed in 11.04s
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Pipeline stage OfflineFamilyFriendlyScorer completed in 2503.75s
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cgato-nemo-12b-thespice-_1853_v7 status is now inactive due to auto deactivation removed underperforming models