cgato-nemo-12b-thespice_1853

submission_id: cgato-nemo-12b-thespice_1853_v10

developer_uid: c.gato

best_of: 8

celo_rating: 1260.41

display_name: cgato-nemo-12b-thespice_1853_v10

family_friendly_score: 0.5684

family_friendly_standard_error: 0.007004590494811242

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': 0.6112163132996092, 'latency_mean': 1.635979918241501, 'latency_p50': 1.6413496732711792, 'latency_p90': 1.8119781255722045}, {'batch_size': 3, 'throughput': 1.1325567843983113, 'latency_mean': 2.6463379204273223, 'latency_p50': 2.643620252609253, 'latency_p90': 2.878123331069946}, {'batch_size': 5, 'throughput': 1.3767457602024282, 'latency_mean': 3.6216277074813843, 'latency_p50': 3.6306298971176147, 'latency_p90': 4.001329088211059}, {'batch_size': 6, 'throughput': 1.4373140736058378, 'latency_mean': 4.1437524688243865, 'latency_p50': 4.138785481452942, 'latency_p90': 4.684655570983887}, {'batch_size': 8, 'throughput': 1.4978295107639703, 'latency_mean': 5.299850969314575, 'latency_p50': 5.3093836307525635, 'latency_p90': 5.949755024909973}, {'batch_size': 10, 'throughput': 1.546733760200664, 'latency_mean': 6.413711787462234, 'latency_p50': 6.397614359855652, 'latency_p90': 7.317564606666565}]

max_input_tokens: 1024

max_output_tokens: 64

model_architecture: MistralForCausalLM

model_group: cgato/Nemo-12b-TheSpice-

model_name: cgato-nemo-12b-thespice_1853_v10

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: 14630

num_wins: 7597

ranking_group: single

status: inactive

submission_type: basic

throughput_3p7s: 1.39

timestamp: 2024-11-16T07:18:14+00:00

us_pacific_date: 2024-11-15

win_ratio: 0.5192754613807246

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-v10-mkmlizer
Waiting for job on cgato-nemo-12b-thespice-1853-v10-mkmlizer to finish
Failed to get response for submission jic062-dpo-v3-0-nemo_v1: ('http://jic062-dpo-v3-0-nemo-v1-predictor.tenant-chaiml-guanaco.k.chaiverse.com/v1/models/GPT-J-6B-lit-v2:predict', '')
cgato-nemo-12b-thespice-1853-v10-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
cgato-nemo-12b-thespice-1853-v10-mkmlizer: ║     _____            __           __                                ║
cgato-nemo-12b-thespice-1853-v10-mkmlizer: ║    / _/ /_ ___    __/ /  ___ ___ / /                                ║
cgato-nemo-12b-thespice-1853-v10-mkmlizer: ║   / _/ / // / |/|/ / _ \/ -_) -_) /                                 ║
cgato-nemo-12b-thespice-1853-v10-mkmlizer: ║  /_//_/\_, /|__,__/_//_/\__/\__/_/                                  ║
cgato-nemo-12b-thespice-1853-v10-mkmlizer: ║       /___/                                                         ║
cgato-nemo-12b-thespice-1853-v10-mkmlizer: ║                                                                     ║
cgato-nemo-12b-thespice-1853-v10-mkmlizer: ║  Version: 0.11.12                                                   ║
cgato-nemo-12b-thespice-1853-v10-mkmlizer: ║  Copyright 2023 MK ONE TECHNOLOGIES Inc.                            ║
cgato-nemo-12b-thespice-1853-v10-mkmlizer: ║  https://mk1.ai                                                     ║
cgato-nemo-12b-thespice-1853-v10-mkmlizer: ║                                                                     ║
cgato-nemo-12b-thespice-1853-v10-mkmlizer: ║  The license key for the current software has been verified as      ║
cgato-nemo-12b-thespice-1853-v10-mkmlizer: ║  belonging to:                                                      ║
cgato-nemo-12b-thespice-1853-v10-mkmlizer: ║                                                                     ║
cgato-nemo-12b-thespice-1853-v10-mkmlizer: ║  Chai Research Corp.                                                ║
cgato-nemo-12b-thespice-1853-v10-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
cgato-nemo-12b-thespice-1853-v10-mkmlizer: ║  Expiration: 2025-01-15 23:59:59                                    ║
cgato-nemo-12b-thespice-1853-v10-mkmlizer: ║                                                                     ║
cgato-nemo-12b-thespice-1853-v10-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
cgato-nemo-12b-thespice-1853-v10-mkmlizer: Downloaded to shared memory in 45.630s
cgato-nemo-12b-thespice-1853-v10-mkmlizer: quantizing model to /dev/shm/model_cache, profile:s0, folder:/tmp/tmpe3wqig_y, device:0
cgato-nemo-12b-thespice-1853-v10-mkmlizer: Saving flywheel model at /dev/shm/model_cache
cgato-nemo-12b-thespice-1853-v10-mkmlizer: quantized model in 36.333s
cgato-nemo-12b-thespice-1853-v10-mkmlizer: Processed model cgato/Nemo-12b-TheSpice-V0.9-All-v2-KTO-v0.3-Small-2k in 81.963s
cgato-nemo-12b-thespice-1853-v10-mkmlizer: creating bucket guanaco-mkml-models
cgato-nemo-12b-thespice-1853-v10-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
cgato-nemo-12b-thespice-1853-v10-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/cgato-nemo-12b-thespice-1853-v10
cgato-nemo-12b-thespice-1853-v10-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/cgato-nemo-12b-thespice-1853-v10/config.json
cgato-nemo-12b-thespice-1853-v10-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/cgato-nemo-12b-thespice-1853-v10/special_tokens_map.json
cgato-nemo-12b-thespice-1853-v10-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/cgato-nemo-12b-thespice-1853-v10/tokenizer_config.json
cgato-nemo-12b-thespice-1853-v10-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/cgato-nemo-12b-thespice-1853-v10/tokenizer.json
cgato-nemo-12b-thespice-1853-v10-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/cgato-nemo-12b-thespice-1853-v10/flywheel_model.0.safetensors
cgato-nemo-12b-thespice-1853-v10-mkmlizer: 
Loading 0:   0%|          | 0/363 [00:00<?, ?it/s]
Loading 0:   1%|▏         | 5/363 [00:00<00:11, 30.15it/s]
Loading 0:   4%|▎         | 13/363 [00:00<00:06, 50.65it/s]
Loading 0:   5%|▌         | 19/363 [00:00<00:07, 46.63it/s]
Loading 0:   7%|▋         | 24/363 [00:00<00:07, 44.77it/s]
Loading 0:   9%|▊         | 31/363 [00:00<00:06, 50.71it/s]
Loading 0:  10%|█         | 37/363 [00:00<00:06, 47.59it/s]
Loading 0:  12%|█▏        | 42/363 [00:00<00:07, 44.28it/s]
Loading 0:  13%|█▎        | 48/363 [00:01<00:06, 47.88it/s]
Loading 0:  15%|█▍        | 53/363 [00:01<00:07, 44.11it/s]
Loading 0:  16%|█▌        | 58/363 [00:01<00:06, 44.02it/s]
Loading 0:  17%|█▋        | 63/363 [00:01<00:10, 27.77it/s]
Loading 0:  19%|█▊        | 68/363 [00:01<00:09, 31.86it/s]
Loading 0:  20%|██        | 73/363 [00:01<00:09, 30.65it/s]
Loading 0:  22%|██▏       | 81/363 [00:02<00:07, 39.03it/s]
Loading 0:  24%|██▍       | 87/363 [00:02<00:07, 39.04it/s]
Loading 0:  25%|██▌       | 92/363 [00:02<00:06, 39.11it/s]
Loading 0:  27%|██▋       | 98/363 [00:02<00:06, 43.52it/s]
Loading 0:  28%|██▊       | 103/363 [00:02<00:06, 42.46it/s]
Loading 0:  30%|███       | 109/363 [00:02<00:05, 46.33it/s]
Loading 0:  31%|███▏      | 114/363 [00:02<00:06, 39.50it/s]
Loading 0:  33%|███▎      | 119/363 [00:02<00:06, 38.43it/s]
Loading 0:  35%|███▍      | 126/363 [00:03<00:05, 43.91it/s]
Loading 0:  36%|███▋      | 132/363 [00:03<00:05, 43.14it/s]
Loading 0:  38%|███▊      | 137/363 [00:03<00:05, 41.44it/s]
Loading 0:  39%|███▉      | 142/363 [00:03<00:06, 31.89it/s]
Loading 0:  40%|████      | 146/363 [00:03<00:06, 32.76it/s]
Loading 0:  41%|████▏     | 150/363 [00:03<00:06, 31.89it/s]
Loading 0:  43%|████▎     | 156/363 [00:03<00:05, 36.95it/s]
Loading 0:  44%|████▍     | 160/363 [00:04<00:05, 35.98it/s]
Loading 0:  45%|████▌     | 165/363 [00:04<00:05, 38.98it/s]
Loading 0:  47%|████▋     | 170/363 [00:04<00:04, 40.08it/s]
Loading 0:  48%|████▊     | 175/363 [00:04<00:04, 41.98it/s]
Loading 0:  50%|████▉     | 181/363 [00:04<00:04, 40.72it/s]
Loading 0:  51%|█████     | 186/363 [00:04<00:04, 39.97it/s]
Loading 0:  53%|█████▎    | 193/363 [00:04<00:03, 45.60it/s]
Loading 0:  55%|█████▍    | 199/363 [00:04<00:03, 43.53it/s]
Loading 0:  56%|█████▌    | 204/363 [00:05<00:03, 42.46it/s]
Loading 0:  58%|█████▊    | 211/363 [00:05<00:03, 46.85it/s]
Loading 0:  60%|█████▉    | 216/363 [00:05<00:03, 46.68it/s]
Loading 0:  61%|██████    | 221/363 [00:05<00:03, 47.11it/s]
Loading 0:  62%|██████▏   | 226/363 [00:05<00:04, 29.14it/s]
Loading 0:  63%|██████▎   | 230/363 [00:05<00:04, 29.88it/s]
Loading 0:  65%|██████▌   | 237/363 [00:05<00:03, 37.78it/s]
Loading 0:  67%|██████▋   | 242/363 [00:06<00:03, 38.81it/s]
Loading 0:  68%|██████▊   | 247/363 [00:06<00:02, 40.06it/s]
Loading 0:  69%|██████▉   | 252/363 [00:06<00:02, 41.61it/s]
Loading 0:  71%|███████   | 257/363 [00:06<00:03, 34.50it/s]
Loading 0:  73%|███████▎  | 264/363 [00:06<00:02, 41.44it/s]
Loading 0:  74%|███████▍  | 269/363 [00:06<00:02, 40.85it/s]
Loading 0:  75%|███████▌  | 274/363 [00:06<00:02, 42.33it/s]
Loading 0:  77%|███████▋  | 279/363 [00:06<00:01, 43.68it/s]
Loading 0:  78%|███████▊  | 284/363 [00:07<00:02, 37.45it/s]
Loading 0:  80%|████████  | 292/363 [00:07<00:01, 45.33it/s]
Loading 0:  82%|████████▏ | 297/363 [00:07<00:01, 46.37it/s]
Loading 0:  83%|████████▎ | 303/363 [00:07<00:01, 43.66it/s]
Loading 0:  85%|████████▍ | 308/363 [00:14<00:21,  2.60it/s]
Loading 0:  86%|████████▌ | 312/363 [00:14<00:15,  3.29it/s]
Loading 0:  88%|████████▊ | 320/363 [00:14<00:08,  5.34it/s]
Loading 0:  90%|████████▉ | 326/363 [00:14<00:05,  7.20it/s]
Loading 0:  91%|█████████ | 331/363 [00:14<00:03,  9.18it/s]
Loading 0:  93%|█████████▎| 338/363 [00:15<00:01, 13.00it/s]
Loading 0:  95%|█████████▍| 344/363 [00:15<00:01, 16.37it/s]
Loading 0:  96%|█████████▌| 349/363 [00:15<00:00, 19.46it/s]
Loading 0:  98%|█████████▊| 355/363 [00:15<00:00, 24.32it/s]
Loading 0:  99%|█████████▉| 360/363 [00:15<00:00, 27.15it/s]
                                                            
Job cgato-nemo-12b-thespice-1853-v10-mkmlizer completed after 104.81s with status: succeeded
Stopping job with name cgato-nemo-12b-thespice-1853-v10-mkmlizer
Pipeline stage MKMLizer completed in 105.40s
run pipeline stage %s
Running pipeline stage MKMLTemplater
Pipeline stage MKMLTemplater completed in 0.24s
run pipeline stage %s
Running pipeline stage MKMLDeployer
Creating inference service cgato-nemo-12b-thespice-1853-v10
Waiting for inference service cgato-nemo-12b-thespice-1853-v10 to be ready
Failed to get response for submission blend_mokul_2024-11-14: ('http://nitral-ai-captain-bmo-12b-v11-predictor.tenant-chaiml-guanaco.k.chaiverse.com/v1/models/GPT-J-6B-lit-v2:predict', 'read tcp 127.0.0.1:46434->127.0.0.1:8080: read: connection reset by peer\n')
Connection pool is full, discarding connection: %s. Connection pool size: %s
Inference service cgato-nemo-12b-thespice-1853-v10 ready after 200.7802710533142s
Pipeline stage MKMLDeployer completed in 201.43s
run pipeline stage %s
Running pipeline stage StressChecker
Received healthy response to inference request in 2.6495554447174072s
Received healthy response to inference request in 2.1782991886138916s
Received healthy response to inference request in 2.64682674407959s
Received healthy response to inference request in 1.746825933456421s
Received healthy response to inference request in 1.7106783390045166s
5 requests
0 failed requests
5th percentile: 1.7179078578948974
10th percentile: 1.7251373767852782
20th percentile: 1.73959641456604
30th percentile: 1.833120584487915
40th percentile: 2.0057098865509033
50th percentile: 2.1782991886138916
60th percentile: 2.365710210800171
70th percentile: 2.55312123298645
80th percentile: 2.6473724842071533
90th percentile: 2.6484639644622803
95th percentile: 2.6490097045898438
99th percentile: 2.6494462966918944
mean time: 2.1864371299743652
Pipeline stage StressChecker completed in 13.16s
run pipeline stage %s
Running pipeline stage OfflineFamilyFriendlyTriggerPipeline
run_pipeline:run_in_cloud %s
starting trigger_guanaco_pipeline args=%s
triggered trigger_guanaco_pipeline args=%s
Pipeline stage OfflineFamilyFriendlyTriggerPipeline completed in 2.69s
run pipeline stage %s
Running pipeline stage TriggerMKMLProfilingPipeline
run_pipeline:run_in_cloud %s
starting trigger_guanaco_pipeline args=%s
triggered trigger_guanaco_pipeline args=%s
Pipeline stage TriggerMKMLProfilingPipeline completed in 2.56s
Shutdown handler de-registered
cgato-nemo-12b-thespice_1853_v10 status is now deployed due to DeploymentManager action
Shutdown handler registered
run pipeline %s
run pipeline stage %s
Running pipeline stage OfflineFamilyFriendlyScorer
Evaluating %s Family Friendly Score with %s threads
Pipeline stage OfflineFamilyFriendlyScorer completed in 2759.53s
Shutdown handler de-registered
cgato-nemo-12b-thespice_1853_v10 status is now inactive due to auto deactivation removed underperforming models