Text Generation
Transformers
Safetensors
qwen3
llama-factory
full
Generated from Trainer
conversational
text-generation-inference
Instructions to use Nevamind-AI/0115_intents with libraries, inference providers, notebooks, and local apps. Follow these links to get started.
- Libraries
- Transformers
How to use Nevamind-AI/0115_intents with Transformers:
# Use a pipeline as a high-level helper from transformers import pipeline pipe = pipeline("text-generation", model="Nevamind-AI/0115_intents") messages = [ {"role": "user", "content": "Who are you?"}, ] pipe(messages)# Load model directly from transformers import AutoTokenizer, AutoModelForCausalLM tokenizer = AutoTokenizer.from_pretrained("Nevamind-AI/0115_intents") model = AutoModelForCausalLM.from_pretrained("Nevamind-AI/0115_intents", device_map="auto") messages = [ {"role": "user", "content": "Who are you?"}, ] inputs = tokenizer.apply_chat_template( messages, add_generation_prompt=True, tokenize=True, return_dict=True, return_tensors="pt", ).to(model.device) outputs = model.generate(**inputs, max_new_tokens=40) print(tokenizer.decode(outputs[0][inputs["input_ids"].shape[-1]:])) - Notebooks
- Google Colab
- Kaggle
- Local Apps Settings
- vLLM
How to use Nevamind-AI/0115_intents with vLLM:
Install from pip and serve model
# Install vLLM from pip: pip install vllm # Start the vLLM server: vllm serve "Nevamind-AI/0115_intents" # Call the server using curl (OpenAI-compatible API): curl -X POST "http://localhost:8000/v1/chat/completions" \ -H "Content-Type: application/json" \ --data '{ "model": "Nevamind-AI/0115_intents", "messages": [ { "role": "user", "content": "What is the capital of France?" } ] }'Use Docker
docker model run hf.co/Nevamind-AI/0115_intents
- SGLang
How to use Nevamind-AI/0115_intents with SGLang:
Install from pip and serve model
# Install SGLang from pip: pip install sglang # Start the SGLang server: python3 -m sglang.launch_server \ --model-path "Nevamind-AI/0115_intents" \ --host 0.0.0.0 \ --port 30000 # Call the server using curl (OpenAI-compatible API): curl -X POST "http://localhost:30000/v1/chat/completions" \ -H "Content-Type: application/json" \ --data '{ "model": "Nevamind-AI/0115_intents", "messages": [ { "role": "user", "content": "What is the capital of France?" } ] }'Use Docker images
docker run --gpus all \ --shm-size 32g \ -p 30000:30000 \ -v ~/.cache/huggingface:/root/.cache/huggingface \ --env "HF_TOKEN=<secret>" \ --ipc=host \ lmsysorg/sglang:latest \ python3 -m sglang.launch_server \ --model-path "Nevamind-AI/0115_intents" \ --host 0.0.0.0 \ --port 30000 # Call the server using curl (OpenAI-compatible API): curl -X POST "http://localhost:30000/v1/chat/completions" \ -H "Content-Type: application/json" \ --data '{ "model": "Nevamind-AI/0115_intents", "messages": [ { "role": "user", "content": "What is the capital of France?" } ] }' - Docker Model Runner
How to use Nevamind-AI/0115_intents with Docker Model Runner:
docker model run hf.co/Nevamind-AI/0115_intents
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| {"current_steps": 20, "total_steps": 1230, "loss": 2.4541, "lr": 1.5447154471544717e-06, "epoch": 0.08138351983723296, "percentage": 1.63, "elapsed_time": "0:00:09", "remaining_time": "0:09:17"} | |
| {"current_steps": 30, "total_steps": 1230, "loss": 1.3936, "lr": 2.3577235772357727e-06, "epoch": 0.12207527975584945, "percentage": 2.44, "elapsed_time": "0:00:13", "remaining_time": "0:09:04"} | |
| {"current_steps": 40, "total_steps": 1230, "loss": 0.8148, "lr": 3.1707317073170736e-06, "epoch": 0.16276703967446593, "percentage": 3.25, "elapsed_time": "0:00:18", "remaining_time": "0:08:57"} | |
| {"current_steps": 50, "total_steps": 1230, "loss": 0.6495, "lr": 3.983739837398374e-06, "epoch": 0.2034587995930824, "percentage": 4.07, "elapsed_time": "0:00:22", "remaining_time": "0:08:49"} | |
| {"current_steps": 60, "total_steps": 1230, "loss": 0.7512, "lr": 4.796747967479675e-06, "epoch": 0.2441505595116989, "percentage": 4.88, "elapsed_time": "0:00:26", "remaining_time": "0:08:42"} | |
| {"current_steps": 70, "total_steps": 1230, "loss": 0.7512, "lr": 5.609756097560977e-06, "epoch": 0.28484231943031535, "percentage": 5.69, "elapsed_time": "0:00:31", "remaining_time": "0:08:37"} | |
| {"current_steps": 80, "total_steps": 1230, "loss": 0.589, "lr": 6.422764227642278e-06, "epoch": 0.32553407934893186, "percentage": 6.5, "elapsed_time": "0:00:35", "remaining_time": "0:08:31"} | |
| {"current_steps": 90, "total_steps": 1230, "loss": 0.6861, "lr": 7.2357723577235786e-06, "epoch": 0.3662258392675483, "percentage": 7.32, "elapsed_time": "0:00:39", "remaining_time": "0:08:25"} | |
| {"current_steps": 100, "total_steps": 1230, "loss": 0.614, "lr": 8.048780487804879e-06, "epoch": 0.4069175991861648, "percentage": 8.13, "elapsed_time": "0:00:44", "remaining_time": "0:08:20"} | |
| {"current_steps": 110, "total_steps": 1230, "loss": 0.6005, "lr": 8.86178861788618e-06, "epoch": 0.4476093591047813, "percentage": 8.94, "elapsed_time": "0:00:48", "remaining_time": "0:08:15"} | |
| {"current_steps": 120, "total_steps": 1230, "loss": 0.7188, "lr": 9.67479674796748e-06, "epoch": 0.4883011190233978, "percentage": 9.76, "elapsed_time": "0:00:53", "remaining_time": "0:08:10"} | |
| {"current_steps": 130, "total_steps": 1230, "loss": 0.6161, "lr": 9.999275169399614e-06, "epoch": 0.5289928789420142, "percentage": 10.57, "elapsed_time": "0:00:57", "remaining_time": "0:08:05"} | |
| {"current_steps": 140, "total_steps": 1230, "loss": 0.6543, "lr": 9.994846410084447e-06, "epoch": 0.5696846388606307, "percentage": 11.38, "elapsed_time": "0:01:01", "remaining_time": "0:08:01"} | |
| {"current_steps": 150, "total_steps": 1230, "loss": 0.6622, "lr": 9.986395137421607e-06, "epoch": 0.6103763987792472, "percentage": 12.2, "elapsed_time": "0:01:06", "remaining_time": "0:07:56"} | |
| {"current_steps": 160, "total_steps": 1230, "loss": 0.7225, "lr": 9.973928157497675e-06, "epoch": 0.6510681586978637, "percentage": 13.01, "elapsed_time": "0:01:10", "remaining_time": "0:07:52"} | |
| {"current_steps": 170, "total_steps": 1230, "loss": 0.6754, "lr": 9.957455510379753e-06, "epoch": 0.6917599186164801, "percentage": 13.82, "elapsed_time": "0:01:14", "remaining_time": "0:07:47"} | |
| {"current_steps": 180, "total_steps": 1230, "loss": 0.5801, "lr": 9.93699046202989e-06, "epoch": 0.7324516785350966, "percentage": 14.63, "elapsed_time": "0:01:19", "remaining_time": "0:07:43"} | |
| {"current_steps": 190, "total_steps": 1230, "loss": 0.6912, "lr": 9.912549493621555e-06, "epoch": 0.7731434384537131, "percentage": 15.45, "elapsed_time": "0:01:23", "remaining_time": "0:07:38"} | |
| {"current_steps": 200, "total_steps": 1230, "loss": 0.5697, "lr": 9.88415228826682e-06, "epoch": 0.8138351983723296, "percentage": 16.26, "elapsed_time": "0:01:28", "remaining_time": "0:07:34"} | |
| {"current_steps": 210, "total_steps": 1230, "loss": 0.5947, "lr": 9.851821715164891e-06, "epoch": 0.854526958290946, "percentage": 17.07, "elapsed_time": "0:01:32", "remaining_time": "0:07:29"} | |
| {"current_steps": 220, "total_steps": 1230, "loss": 0.6648, "lr": 9.815583811184809e-06, "epoch": 0.8952187182095626, "percentage": 17.89, "elapsed_time": "0:01:37", "remaining_time": "0:07:25"} | |
| {"current_steps": 230, "total_steps": 1230, "loss": 0.6594, "lr": 9.775467759897092e-06, "epoch": 0.9359104781281791, "percentage": 18.7, "elapsed_time": "0:01:41", "remaining_time": "0:07:21"} | |
| {"current_steps": 240, "total_steps": 1230, "loss": 0.6727, "lr": 9.731505868071262e-06, "epoch": 0.9766022380467956, "percentage": 19.51, "elapsed_time": "0:01:45", "remaining_time": "0:07:16"} | |
| {"current_steps": 250, "total_steps": 1230, "loss": 0.4631, "lr": 9.68373353965814e-06, "epoch": 1.0162767039674465, "percentage": 20.33, "elapsed_time": "0:01:50", "remaining_time": "0:07:12"} | |
| {"current_steps": 260, "total_steps": 1230, "loss": 0.251, "lr": 9.632189247277885e-06, "epoch": 1.056968463886063, "percentage": 21.14, "elapsed_time": "0:01:54", "remaining_time": "0:07:08"} | |
| {"current_steps": 270, "total_steps": 1230, "loss": 0.3202, "lr": 9.576914501236734e-06, "epoch": 1.0976602238046795, "percentage": 21.95, "elapsed_time": "0:01:59", "remaining_time": "0:07:04"} | |
| {"current_steps": 280, "total_steps": 1230, "loss": 0.2484, "lr": 9.517953816097396e-06, "epoch": 1.138351983723296, "percentage": 22.76, "elapsed_time": "0:02:03", "remaining_time": "0:06:59"} | |
| {"current_steps": 290, "total_steps": 1230, "loss": 0.3739, "lr": 9.455354674830016e-06, "epoch": 1.1790437436419126, "percentage": 23.58, "elapsed_time": "0:02:08", "remaining_time": "0:06:55"} | |
| {"current_steps": 300, "total_steps": 1230, "loss": 0.3099, "lr": 9.38916749057258e-06, "epoch": 1.219735503560529, "percentage": 24.39, "elapsed_time": "0:02:12", "remaining_time": "0:06:50"} | |
| {"current_steps": 310, "total_steps": 1230, "loss": 0.2975, "lr": 9.31944556603157e-06, "epoch": 1.2604272634791456, "percentage": 25.2, "elapsed_time": "0:02:16", "remaining_time": "0:06:46"} | |
| {"current_steps": 320, "total_steps": 1230, "loss": 0.2417, "lr": 9.24624505055555e-06, "epoch": 1.3011190233977619, "percentage": 26.02, "elapsed_time": "0:02:21", "remaining_time": "0:06:41"} | |
| {"current_steps": 330, "total_steps": 1230, "loss": 0.4207, "lr": 9.169624894916252e-06, "epoch": 1.3418107833163784, "percentage": 26.83, "elapsed_time": "0:02:25", "remaining_time": "0:06:36"} | |
| {"current_steps": 340, "total_steps": 1230, "loss": 0.3039, "lr": 9.089646803833589e-06, "epoch": 1.3825025432349949, "percentage": 27.64, "elapsed_time": "0:02:29", "remaining_time": "0:06:31"} | |
| {"current_steps": 350, "total_steps": 1230, "loss": 0.3429, "lr": 9.006375186282832e-06, "epoch": 1.4231943031536114, "percentage": 28.46, "elapsed_time": "0:02:33", "remaining_time": "0:06:27"} | |
| {"current_steps": 360, "total_steps": 1230, "loss": 0.2936, "lr": 8.919877103623949e-06, "epoch": 1.463886063072228, "percentage": 29.27, "elapsed_time": "0:02:38", "remaining_time": "0:06:22"} | |
| {"current_steps": 370, "total_steps": 1230, "loss": 0.3392, "lr": 8.83022221559489e-06, "epoch": 1.5045778229908442, "percentage": 30.08, "elapsed_time": "0:02:42", "remaining_time": "0:06:17"} | |
| {"current_steps": 380, "total_steps": 1230, "loss": 0.3809, "lr": 8.737482724212331e-06, "epoch": 1.545269582909461, "percentage": 30.89, "elapsed_time": "0:02:46", "remaining_time": "0:06:12"} | |
| {"current_steps": 390, "total_steps": 1230, "loss": 0.3951, "lr": 8.641733315625014e-06, "epoch": 1.5859613428280772, "percentage": 31.71, "elapsed_time": "0:02:50", "remaining_time": "0:06:08"} | |
| {"current_steps": 400, "total_steps": 1230, "loss": 0.3753, "lr": 8.543051099966558e-06, "epoch": 1.626653102746694, "percentage": 32.52, "elapsed_time": "0:02:55", "remaining_time": "0:06:03"} | |
| {"current_steps": 410, "total_steps": 1230, "loss": 0.3865, "lr": 8.441515549256134e-06, "epoch": 1.6673448626653102, "percentage": 33.33, "elapsed_time": "0:02:59", "remaining_time": "0:05:59"} | |
| {"current_steps": 420, "total_steps": 1230, "loss": 0.3145, "lr": 8.337208433397051e-06, "epoch": 1.7080366225839267, "percentage": 34.15, "elapsed_time": "0:03:03", "remaining_time": "0:05:54"} | |
| {"current_steps": 430, "total_steps": 1230, "loss": 0.3274, "lr": 8.230213754324773e-06, "epoch": 1.7487283825025433, "percentage": 34.96, "elapsed_time": "0:03:08", "remaining_time": "0:05:49"} | |
| {"current_steps": 440, "total_steps": 1230, "loss": 0.3265, "lr": 8.120617678357415e-06, "epoch": 1.7894201424211598, "percentage": 35.77, "elapsed_time": "0:03:12", "remaining_time": "0:05:45"} | |
| {"current_steps": 450, "total_steps": 1230, "loss": 0.3069, "lr": 8.00850846680318e-06, "epoch": 1.8301119023397763, "percentage": 36.59, "elapsed_time": "0:03:16", "remaining_time": "0:05:40"} | |
| {"current_steps": 460, "total_steps": 1230, "loss": 0.3134, "lr": 7.893976404880643e-06, "epoch": 1.8708036622583926, "percentage": 37.4, "elapsed_time": "0:03:21", "remaining_time": "0:05:36"} | |
| {"current_steps": 470, "total_steps": 1230, "loss": 0.3279, "lr": 7.7771137290091e-06, "epoch": 1.9114954221770093, "percentage": 38.21, "elapsed_time": "0:03:25", "remaining_time": "0:05:32"} | |
| {"current_steps": 480, "total_steps": 1230, "loss": 0.2968, "lr": 7.658014552527572e-06, "epoch": 1.9521871820956256, "percentage": 39.02, "elapsed_time": "0:03:29", "remaining_time": "0:05:27"} | |
| {"current_steps": 490, "total_steps": 1230, "loss": 0.3326, "lr": 7.536774789902246e-06, "epoch": 1.992878942014242, "percentage": 39.84, "elapsed_time": "0:03:33", "remaining_time": "0:05:23"} | |
| {"current_steps": 500, "total_steps": 1230, "loss": 0.1491, "lr": 7.413492079483405e-06, "epoch": 2.032553407934893, "percentage": 40.65, "elapsed_time": "0:03:38", "remaining_time": "0:05:18"} | |
| {"current_steps": 510, "total_steps": 1230, "loss": 0.0931, "lr": 7.288265704874089e-06, "epoch": 2.0732451678535098, "percentage": 41.46, "elapsed_time": "0:03:47", "remaining_time": "0:05:21"} | |
| {"current_steps": 520, "total_steps": 1230, "loss": 0.1267, "lr": 7.161196514973735e-06, "epoch": 2.113936927772126, "percentage": 42.28, "elapsed_time": "0:03:51", "remaining_time": "0:05:16"} | |
| {"current_steps": 530, "total_steps": 1230, "loss": 0.1007, "lr": 7.032386842761282e-06, "epoch": 2.154628687690743, "percentage": 43.09, "elapsed_time": "0:03:56", "remaining_time": "0:05:11"} | |
| {"current_steps": 540, "total_steps": 1230, "loss": 0.1438, "lr": 6.9019404228830465e-06, "epoch": 2.195320447609359, "percentage": 43.9, "elapsed_time": "0:04:00", "remaining_time": "0:05:07"} | |
| {"current_steps": 550, "total_steps": 1230, "loss": 0.1238, "lr": 6.769962308111839e-06, "epoch": 2.236012207527976, "percentage": 44.72, "elapsed_time": "0:04:04", "remaining_time": "0:05:02"} | |
| {"current_steps": 560, "total_steps": 1230, "loss": 0.0905, "lr": 6.636558784744507e-06, "epoch": 2.276703967446592, "percentage": 45.53, "elapsed_time": "0:04:09", "remaining_time": "0:04:58"} | |
| {"current_steps": 570, "total_steps": 1230, "loss": 0.1337, "lr": 6.501837287006112e-06, "epoch": 2.3173957273652084, "percentage": 46.34, "elapsed_time": "0:04:13", "remaining_time": "0:04:53"} | |
| {"current_steps": 580, "total_steps": 1230, "loss": 0.1201, "lr": 6.365906310529631e-06, "epoch": 2.358087487283825, "percentage": 47.15, "elapsed_time": "0:04:17", "remaining_time": "0:04:48"} | |
| {"current_steps": 590, "total_steps": 1230, "loss": 0.1224, "lr": 6.228875324980862e-06, "epoch": 2.3987792472024414, "percentage": 47.97, "elapsed_time": "0:04:21", "remaining_time": "0:04:44"} | |
| {"current_steps": 600, "total_steps": 1230, "loss": 0.1338, "lr": 6.090854685898928e-06, "epoch": 2.439471007121058, "percentage": 48.78, "elapsed_time": "0:04:26", "remaining_time": "0:04:39"} | |
| {"current_steps": 610, "total_steps": 1230, "loss": 0.1131, "lr": 5.951955545823342e-06, "epoch": 2.4801627670396744, "percentage": 49.59, "elapsed_time": "0:04:30", "remaining_time": "0:04:34"} | |
| {"current_steps": 620, "total_steps": 1230, "loss": 0.0968, "lr": 5.812289764779232e-06, "epoch": 2.520854526958291, "percentage": 50.41, "elapsed_time": "0:04:34", "remaining_time": "0:04:30"} | |
| {"current_steps": 630, "total_steps": 1230, "loss": 0.111, "lr": 5.671969820192794e-06, "epoch": 2.5615462868769074, "percentage": 51.22, "elapsed_time": "0:04:39", "remaining_time": "0:04:25"} | |
| {"current_steps": 640, "total_steps": 1230, "loss": 0.0841, "lr": 5.5311087163095475e-06, "epoch": 2.6022380467955237, "percentage": 52.03, "elapsed_time": "0:04:43", "remaining_time": "0:04:21"} | |
| {"current_steps": 650, "total_steps": 1230, "loss": 0.1383, "lr": 5.389819893188304e-06, "epoch": 2.6429298067141405, "percentage": 52.85, "elapsed_time": "0:04:47", "remaining_time": "0:04:16"} | |
| {"current_steps": 660, "total_steps": 1230, "loss": 0.0884, "lr": 5.248217135344191e-06, "epoch": 2.6836215666327567, "percentage": 53.66, "elapsed_time": "0:04:51", "remaining_time": "0:04:12"} | |
| {"current_steps": 670, "total_steps": 1230, "loss": 0.1403, "lr": 5.106414480114238e-06, "epoch": 2.7243133265513735, "percentage": 54.47, "elapsed_time": "0:04:56", "remaining_time": "0:04:07"} | |
| {"current_steps": 680, "total_steps": 1230, "loss": 0.0814, "lr": 4.96452612581939e-06, "epoch": 2.7650050864699898, "percentage": 55.28, "elapsed_time": "0:05:00", "remaining_time": "0:04:03"} | |
| {"current_steps": 690, "total_steps": 1230, "loss": 0.1237, "lr": 4.82266633979685e-06, "epoch": 2.8056968463886065, "percentage": 56.1, "elapsed_time": "0:05:04", "remaining_time": "0:03:58"} | |
| {"current_steps": 700, "total_steps": 1230, "loss": 0.1266, "lr": 4.680949366376858e-06, "epoch": 2.846388606307223, "percentage": 56.91, "elapsed_time": "0:05:09", "remaining_time": "0:03:54"} | |
| {"current_steps": 710, "total_steps": 1230, "loss": 0.1148, "lr": 4.539489334877992e-06, "epoch": 2.887080366225839, "percentage": 57.72, "elapsed_time": "0:05:13", "remaining_time": "0:03:49"} | |
| {"current_steps": 720, "total_steps": 1230, "loss": 0.1393, "lr": 4.3984001676950875e-06, "epoch": 2.927772126144456, "percentage": 58.54, "elapsed_time": "0:05:17", "remaining_time": "0:03:45"} | |
| {"current_steps": 730, "total_steps": 1230, "loss": 0.1149, "lr": 4.2577954885537985e-06, "epoch": 2.968463886063072, "percentage": 59.35, "elapsed_time": "0:05:21", "remaining_time": "0:03:40"} | |
| {"current_steps": 740, "total_steps": 1230, "loss": 0.0954, "lr": 4.1177885310057045e-06, "epoch": 3.0081383519837233, "percentage": 60.16, "elapsed_time": "0:05:26", "remaining_time": "0:03:36"} | |
| {"current_steps": 750, "total_steps": 1230, "loss": 0.0553, "lr": 3.978492047237608e-06, "epoch": 3.04883011190234, "percentage": 60.98, "elapsed_time": "0:05:30", "remaining_time": "0:03:31"} | |
| {"current_steps": 760, "total_steps": 1230, "loss": 0.0372, "lr": 3.840018217268527e-06, "epoch": 3.0895218718209563, "percentage": 61.79, "elapsed_time": "0:05:34", "remaining_time": "0:03:27"} | |
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