Strand-Rust-Coder-14B-v1

530
12
14.0B
license:apache-2.0
by
Fortytwo-Network
Language Model
OTHER
14B params
New
530 downloads
Early-stage
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Edge AI:
Mobile
Laptop
Server
32GB+ RAM
Mobile
Laptop
Server
Quick Summary

Strand-Rust-Coder-14B-v1 is the first domain-specialized Rust language model created through Fortytwo’s Swarm Inference, a decentralized AI architecture where m...

Device Compatibility

Mobile
4-6GB RAM
Laptop
16GB RAM
Server
GPU
Minimum Recommended
14GB+ RAM

Code Examples

Using Transformers Directlypythontransformers
# Load model directly
from transformers import AutoTokenizer, AutoModelForCausalLM

tokenizer = AutoTokenizer.from_pretrained("Fortytwo-Network/Strand-Rust-Coder-14B-v1")
model = AutoModelForCausalLM.from_pretrained("Fortytwo-Network/Strand-Rust-Coder-14B-v1")

messages = [
    {"role": "user", "content": "Write a Rust function that finds the first string longer than 10 characters in a vector."},
]

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]:]))

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