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FIrst, I hope this crate supports Vicuna if not, please share crate that does and I close this issue, thanks!
Now back to the problem. I was following official guide and find it a bit out dated (llama.cpp doesn't have a convert.py) https://docs.llm-chain.xyz/docs/llama-tutorial/ My setup is arch linux. Also I don't have libclang package nor in repos nor in AUR, but I found clang package and it's fixed issue (with libclang dependency missing).
But I anyway followed it and have this code:
use llm_chain::executor;
use llm_chain::{parameters, prompt};
use llm_chain::options::*;
use llm_chain::options;
#[tokio::main(flavor = "current_thread")]
async fn main() -> Result<(), Box<dyn std::error::Error>> {
let opts = options!(
Model: ModelRef::from_path("./llama.cpp/models/Wizard-Vicuna-13B-Uncensored.Q2_K.gguf"), // Notice that we reference the model binary path
ModelType: "llama",
MaxContextSize: 512_usize,
NThreads: 4_usize,
MaxTokens: 0_usize,
TopK: 40_i32,
TopP: 0.95,
TfsZ: 1.0,
TypicalP: 1.0,
Temperature: 0.8,
RepeatPenalty: 1.1,
RepeatPenaltyLastN: 64_usize,
FrequencyPenalty: 0.0,
PresencePenalty: 0.0,
Mirostat: 0_i32,
MirostatTau: 5.0,
MirostatEta: 0.1,
PenalizeNl: true,
StopSequence: vec!["\n".to_string()]
);
let exec = executor!(llama, opts)?;
let res = prompt!("I love Rust because")
.run(
¶meters!(),
&exec,
)
.await?;
println!("{}", res.to_immediate().await?);
Ok(())
}Running it with cargo run produces:
fatal runtime error: Rust cannot catch foreign exceptions
Aborted (core dumped)
I tested my model with llama-cli and it's working with it, producing good output.
Here is journalctl of coredump:
Process 219982 (llm-chain-demo) of user 1000 dumped core.
Stack trace of thread 219982:
#0 0x000079e88b4a8e44 n/a (libc.so.6 + 0x94e44)
#1 0x000079e88b450a30 raise (libc.so.6 + 0x3ca30)
#2 0x000079e88b4384c3 abort (libc.so.6 + 0x244c3)
#3 0x000062ca2d2c071a n/a (/home/dixxe/Documents/Codes/RustThings/llm-chain-demo/target/debug/llm-chain-demo + 0x85471a)
#4 0x000062ca2d2bced8 n/a (/home/dixxe/Documents/Codes/RustThings/llm-chain-demo/target/debug/llm-chain-demo + 0x850ed8)
#5 0x000062ca2d2cc832 n/a (/home/dixxe/Documents/Codes/RustThings/llm-chain-demo/target/debug/llm-chain-demo + 0x860832)
#6 0x000062ca2d2b5ed6 n/a (/home/dixxe/Documents/Codes/RustThings/llm-chain-demo/target/debug/llm-chain-demo + 0x849ed6)
#7 0x000062ca2cbf9c3a n/a (/home/dixxe/Documents/Codes/RustThings/llm-chain-demo/target/debug/llm-chain-demo + 0x18dc3a)
#8 0x000079e88b439d4c __libc_start_main (libc.so.6 + 0x25d4c)
#9 0x000062ca2cbf3225 n/a (/home/dixxe/Documents/Codes/RustThings/llm-chain-demo/target/debug/llm-chain-demo + 0x187225)
ELF object binary architecture: AMD x86-64
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