developer_uid: rirv938
submission_id: rirv938-nitral-beta-4-40_6225_v1
model_name: rirv938-nitral-beta-4-40_6225_v1
model_group: rirv938/nitral_beta_4_40
status: torndown
timestamp: 2024-12-28T05:45:38+00:00
num_battles: 11521
num_wins: 6075
celo_rating: 1286.79
family_friendly_score: 0.5936
family_friendly_standard_error: 0.006946064209320268
submission_type: basic
model_repo: rirv938/nitral_beta_4_40k_312_v2
model_architecture: MistralForCausalLM
model_num_parameters: 12772070400.0
best_of: 4
max_input_tokens: 512
max_output_tokens: 64
latencies: [{'batch_size': 1, 'throughput': 0.7160718820791029, 'latency_mean': 1.3964196026325226, 'latency_p50': 1.3960697650909424, 'latency_p90': 1.5551108837127685}, {'batch_size': 5, 'throughput': 2.158390608381743, 'latency_mean': 2.2995560967922213, 'latency_p50': 2.2556447982788086, 'latency_p90': 2.6079434156417847}, {'batch_size': 10, 'throughput': 2.845156765915973, 'latency_mean': 3.4778255212306974, 'latency_p50': 3.4900165796279907, 'latency_p90': 3.9453657627105714}, {'batch_size': 15, 'throughput': 3.114775001294016, 'latency_mean': 4.743116910457611, 'latency_p50': 4.818459630012512, 'latency_p90': 5.318570899963379}, {'batch_size': 20, 'throughput': 3.2273935094949264, 'latency_mean': 6.09508864402771, 'latency_p50': 6.160948753356934, 'latency_p90': 6.913144659996033}]
gpu_counts: {'NVIDIA RTX A5000': 1}
display_name: rirv938-nitral-beta-4-40_6225_v1
is_internal_developer: True
language_model: rirv938/nitral_beta_4_40k_312_v2
model_size: 13B
ranking_group: single
throughput_3p7s: 2.94
us_pacific_date: 2024-12-27
win_ratio: 0.5272979776061106
generation_params: {'temperature': 1.0, 'top_p': 1.0, 'min_p': 0.0, 'top_k': 100, 'presence_penalty': 0.0, 'frequency_penalty': 0.0, 'stopping_words': ['\n', '</s>', '####', 'Bot:', 'User:', 'You:', '<|im_end|>', '<|eot_id|>'], 'max_input_tokens': 512, 'best_of': 4, 'max_output_tokens': 64}
formatter: {'memory_template': '', 'prompt_template': '', 'bot_template': '{bot_name}: {message}\n', 'user_template': '{user_name}: {message}\n', 'response_template': '{bot_name}:', 'truncate_by_message': False}
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 rirv938-nitral-beta-4-40-6225-v1-mkmlizer
Waiting for job on rirv938-nitral-beta-4-40-6225-v1-mkmlizer to finish
rirv938-nitral-beta-4-40-6225-v1-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
rirv938-nitral-beta-4-40-6225-v1-mkmlizer: ║ _____ __ __ ║
rirv938-nitral-beta-4-40-6225-v1-mkmlizer: ║ / _/ /_ ___ __/ / ___ ___ / / ║
rirv938-nitral-beta-4-40-6225-v1-mkmlizer: ║ / _/ / // / |/|/ / _ \/ -_) -_) / ║
rirv938-nitral-beta-4-40-6225-v1-mkmlizer: ║ /_//_/\_, /|__,__/_//_/\__/\__/_/ ║
rirv938-nitral-beta-4-40-6225-v1-mkmlizer: ║ /___/ ║
rirv938-nitral-beta-4-40-6225-v1-mkmlizer: ║ ║
rirv938-nitral-beta-4-40-6225-v1-mkmlizer: ║ Version: 0.11.12 ║
rirv938-nitral-beta-4-40-6225-v1-mkmlizer: ║ Copyright 2023 MK ONE TECHNOLOGIES Inc. ║
rirv938-nitral-beta-4-40-6225-v1-mkmlizer: ║ https://mk1.ai ║
rirv938-nitral-beta-4-40-6225-v1-mkmlizer: ║ ║
rirv938-nitral-beta-4-40-6225-v1-mkmlizer: ║ The license key for the current software has been verified as ║
rirv938-nitral-beta-4-40-6225-v1-mkmlizer: ║ belonging to: ║
rirv938-nitral-beta-4-40-6225-v1-mkmlizer: ║ ║
rirv938-nitral-beta-4-40-6225-v1-mkmlizer: ║ Chai Research Corp. ║
rirv938-nitral-beta-4-40-6225-v1-mkmlizer: ║ Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f ║
rirv938-nitral-beta-4-40-6225-v1-mkmlizer: ║ Expiration: 2025-01-15 23:59:59 ║
rirv938-nitral-beta-4-40-6225-v1-mkmlizer: ║ ║
rirv938-nitral-beta-4-40-6225-v1-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
rirv938-nitral-beta-4-40-6225-v1-mkmlizer: Downloaded to shared memory in 95.596s
rirv938-nitral-beta-4-40-6225-v1-mkmlizer: quantizing model to /dev/shm/model_cache, profile:s0, folder:/tmp/tmpc88s4fjd, device:0
rirv938-nitral-beta-4-40-6225-v1-mkmlizer: Saving flywheel model at /dev/shm/model_cache
rirv938-nitral-beta-4-40-6225-v1-mkmlizer: quantized model in 41.029s
rirv938-nitral-beta-4-40-6225-v1-mkmlizer: Processed model rirv938/nitral_beta_4_40k_312_v2 in 136.626s
rirv938-nitral-beta-4-40-6225-v1-mkmlizer: creating bucket guanaco-mkml-models
rirv938-nitral-beta-4-40-6225-v1-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
rirv938-nitral-beta-4-40-6225-v1-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/rirv938-nitral-beta-4-40-6225-v1
rirv938-nitral-beta-4-40-6225-v1-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/rirv938-nitral-beta-4-40-6225-v1/config.json
rirv938-nitral-beta-4-40-6225-v1-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/rirv938-nitral-beta-4-40-6225-v1/special_tokens_map.json
rirv938-nitral-beta-4-40-6225-v1-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/rirv938-nitral-beta-4-40-6225-v1/tokenizer_config.json
rirv938-nitral-beta-4-40-6225-v1-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/rirv938-nitral-beta-4-40-6225-v1/tokenizer.json
rirv938-nitral-beta-4-40-6225-v1-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/rirv938-nitral-beta-4-40-6225-v1/flywheel_model.0.safetensors
rirv938-nitral-beta-4-40-6225-v1-mkmlizer: Loading 0: 0%| | 0/363 [00:00<?, ?it/s] Loading 0: 1%|▏ | 5/363 [00:00<00:16, 22.11it/s] Loading 0: 3%|▎ | 10/363 [00:00<00:12, 28.74it/s] Loading 0: 4%|▍ | 14/363 [00:00<00:13, 26.11it/s] Loading 0: 6%|▌ | 21/363 [00:00<00:09, 37.56it/s] Loading 0: 7%|▋ | 26/363 [00:01<00:14, 22.64it/s] Loading 0: 9%|▊ | 31/363 [00:01<00:12, 27.49it/s] Loading 0: 10%|▉ | 35/363 [00:01<00:11, 28.23it/s] Loading 0: 11%|█ | 39/363 [00:01<00:11, 29.38it/s] Loading 0: 12%|█▏ | 43/363 [00:01<00:11, 28.30it/s] Loading 0: 13%|█▎ | 48/363 [00:01<00:09, 31.54it/s] Loading 0: 14%|█▍ | 52/363 [00:01<00:10, 30.34it/s] Loading 0: 15%|█▌ | 56/363 [00:01<00:10, 30.47it/s] Loading 0: 17%|█▋ | 61/363 [00:02<00:12, 25.02it/s] Loading 0: 18%|█▊ | 64/363 [00:02<00:13, 21.77it/s] Loading 0: 20%|█▉ | 71/363 [00:02<00:10, 28.76it/s] Loading 0: 21%|██ | 75/363 [00:02<00:09, 29.01it/s] Loading 0: 22%|██▏ | 79/363 [00:02<00:10, 27.34it/s] Loading 0: 23%|██▎ | 82/363 [00:02<00:10, 27.69it/s] Loading 0: 24%|██▎ | 86/363 [00:03<00:11, 24.28it/s] Loading 0: 25%|██▌ | 91/363 [00:03<00:09, 28.75it/s] Loading 0: 26%|██▌ | 95/363 [00:03<00:10, 25.27it/s] Loading 0: 28%|██▊ | 101/363 [00:03<00:10, 25.12it/s] Loading 0: 29%|██▊ | 104/363 [00:03<00:12, 21.45it/s] Loading 0: 31%|███ | 111/363 [00:04<00:08, 28.17it/s] Loading 0: 32%|███▏ | 115/363 [00:04<00:08, 27.91it/s] Loading 0: 33%|███▎ | 120/363 [00:04<00:08, 30.36it/s] Loading 0: 34%|███▍ | 124/363 [00:04<00:08, 29.35it/s] Loading 0: 36%|███▌ | 129/363 [00:04<00:07, 31.87it/s] Loading 0: 37%|███▋ | 133/363 [00:04<00:07, 29.93it/s] Loading 0: 38%|███▊ | 137/363 [00:04<00:07, 29.83it/s] Loading 0: 39%|███▉ | 142/363 [00:05<00:08, 26.45it/s] Loading 0: 40%|███▉ | 145/363 [00:05<00:08, 24.34it/s] Loading 0: 41%|████ | 149/363 [00:05<00:09, 22.69it/s] Loading 0: 43%|████▎ | 156/363 [00:05<00:07, 29.50it/s] Loading 0: 44%|████▍ | 160/363 [00:05<00:07, 28.71it/s] Loading 0: 45%|████▌ | 165/363 [00:05<00:06, 31.60it/s] Loading 0: 47%|████▋ | 169/363 [00:06<00:06, 30.88it/s] Loading 0: 48%|████▊ | 174/363 [00:06<00:05, 33.23it/s] Loading 0: 49%|████▉ | 178/363 [00:06<00:05, 31.56it/s] Loading 0: 50%|█████ | 182/363 [00:06<00:07, 25.72it/s] Loading 0: 51%|█████ | 185/363 [00:06<00:08, 21.50it/s] Loading 0: 52%|█████▏ | 190/363 [00:06<00:06, 26.65it/s] Loading 0: 53%|█████▎ | 194/363 [00:07<00:06, 24.87it/s] Loading 0: 55%|█████▌ | 201/363 [00:07<00:05, 31.71it/s] Loading 0: 56%|█████▋ | 205/363 [00:07<00:05, 30.73it/s] Loading 0: 58%|█████▊ | 210/363 [00:07<00:04, 33.36it/s] Loading 0: 59%|█████▉ | 214/363 [00:07<00:04, 31.82it/s] Loading 0: 60%|██████ | 218/363 [00:07<00:04, 31.91it/s] Loading 0: 61%|██████▏ | 223/363 [00:07<00:05, 27.58it/s] Loading 0: 62%|██████▏ | 226/363 [00:08<00:05, 25.45it/s] Loading 0: 63%|██████▎ | 230/363 [00:08<00:05, 24.34it/s] Loading 0: 65%|██████▌ | 237/363 [00:08<00:03, 31.79it/s] Loading 0: 66%|██████▋ | 241/363 [00:08<00:03, 31.07it/s] Loading 0: 68%|██████▊ | 246/363 [00:08<00:03, 33.70it/s] Loading 0: 69%|██████▉ | 250/363 [00:08<00:03, 32.37it/s] Loading 0: 70%|███████ | 255/363 [00:08<00:03, 33.39it/s] Loading 0: 71%|███████▏ | 259/363 [00:09<00:03, 31.72it/s] Loading 0: 72%|███████▏ | 263/363 [00:09<00:03, 26.66it/s] Loading 0: 73%|███████▎ | 266/363 [00:09<00:04, 22.91it/s] Loading 0: 75%|███████▌ | 273/363 [00:09<00:02, 30.39it/s] Loading 0: 76%|███████▋ | 277/363 [00:09<00:02, 29.86it/s] Loading 0: 78%|███████▊ | 282/363 [00:09<00:02, 31.51it/s] Loading 0: 79%|███████▉ | 286/363 [00:10<00:02, 29.52it/s] Loading 0: 80%|████████ | 291/363 [00:10<00:02, 31.71it/s] Loading 0: 81%|████████▏ | 295/363 [00:10<00:02, 30.23it/s] Loading 0: 82%|████████▏ | 299/363 [00:10<00:02, 30.79it/s] Loading 0: 84%|████████▎ | 304/363 [00:10<00:02, 27.13it/s] Loading 0: 85%|████████▍ | 307/363 [00:10<00:02, 25.07it/s] Loading 0: 86%|████████▌ | 311/363 [00:11<00:02, 22.99it/s] Loading 0: 88%|████████▊ | 318/363 [00:11<00:01, 30.10it/s] Loading 0: 89%|████████▊ | 322/363 [00:11<00:01, 29.12it/s] Loading 0: 90%|█████████ | 327/363 [00:11<00:01, 30.81it/s] Loading 0: 91%|█████████ | 331/363 [00:11<00:01, 29.44it/s] Loading 0: 93%|█████████▎| 336/363 [00:11<00:00, 31.91it/s] Loading 0: 94%|█████████▎| 340/363 [00:11<00:00, 30.55it/s] Loading 0: 95%|█████████▍| 344/363 [00:19<00:09, 1.95it/s] Loading 0: 96%|█████████▌| 348/363 [00:19<00:05, 2.63it/s] Loading 0: 97%|█████████▋| 353/363 [00:19<00:02, 3.82it/s] Loading 0: 98%|█████████▊| 357/363 [00:19<00:01, 4.99it/s]
Job rirv938-nitral-beta-4-40-6225-v1-mkmlizer completed after 176.05s with status: succeeded
Stopping job with name rirv938-nitral-beta-4-40-6225-v1-mkmlizer
Pipeline stage MKMLizer completed in 176.52s
run pipeline stage %s
Running pipeline stage MKMLTemplater
Pipeline stage MKMLTemplater completed in 0.15s
run pipeline stage %s
Running pipeline stage MKMLDeployer
Creating inference service rirv938-nitral-beta-4-40-6225-v1
Waiting for inference service rirv938-nitral-beta-4-40-6225-v1 to be ready
Inference service rirv938-nitral-beta-4-40-6225-v1 ready after 291.3367977142334s
Pipeline stage MKMLDeployer completed in 291.86s
run pipeline stage %s
Running pipeline stage StressChecker
Received healthy response to inference request in 1.9040818214416504s
Received healthy response to inference request in 1.7157340049743652s
Received healthy response to inference request in 1.60506010055542s
Received healthy response to inference request in 1.417038917541504s
Received healthy response to inference request in 1.4009623527526855s
5 requests
0 failed requests
5th percentile: 1.4041776657104492
10th percentile: 1.407392978668213
20th percentile: 1.4138236045837402
30th percentile: 1.454643154144287
40th percentile: 1.5298516273498535
50th percentile: 1.60506010055542
60th percentile: 1.649329662322998
70th percentile: 1.6935992240905762
80th percentile: 1.7534035682678224
90th percentile: 1.8287426948547363
95th percentile: 1.8664122581481932
99th percentile: 1.8965479087829589
mean time: 1.608575439453125
Pipeline stage StressChecker completed in 9.56s
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 0.69s
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 1.21s
Shutdown handler de-registered
rirv938-nitral-beta-4-40_6225_v1 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 2354.73s
Shutdown handler de-registered
rirv938-nitral-beta-4-40_6225_v1 status is now inactive due to auto deactivation removed underperforming models
rirv938-nitral-beta-4-40_6225_v1 status is now torndown due to DeploymentManager action
rirv938-nitral-beta-4-40_6225_v1 status is now torndown due to DeploymentManager action
rirv938-nitral-beta-4-40_6225_v1 status is now torndown due to DeploymentManager action
ChatRequest
Generation Params
Prompt Formatter
Chat History
ChatMessage 1