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Add quantized Starling, fix open-chat prompt (#1393)

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* Add quantized Starling, fix open-chat prompt

* Fix open-chat and starling prompts
This commit is contained in:
Lucas de Ávila Martins
2023-12-02 13:47:19 -03:00
committed by GitHub
parent 7c3cfd1086
commit 5aa1a65dab
1 changed files with 36 additions and 6 deletions
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42
candle-examples/examples/quantized/main.rs
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@ -55,6 +55,8 @@ enum Which {
Zephyr7bBeta, Zephyr7bBeta,
#[value(name = "7b-open-chat-3.5")] #[value(name = "7b-open-chat-3.5")]
OpenChat35, OpenChat35,
#[value(name = "7b-starling-a")]
Starling7bAlpha,
} }
impl Which { impl Which {
@ -70,8 +72,9 @@ impl Which {
| Self::L13bCode | Self::L13bCode
| Self::L34bCode => false, | Self::L34bCode => false,
// Zephyr and OpenChat are fine tuned versions of mistral and should be treated in the // Zephyr and OpenChat are fine tuned versions of mistral and should be treated in the
// same way. // same way. Starling is a fine tuned version of OpenChat.
Self::OpenChat35 Self::OpenChat35
| Self::Starling7bAlpha
| Self::Zephyr7bAlpha | Self::Zephyr7bAlpha
| Self::Zephyr7bBeta | Self::Zephyr7bBeta
| Self::Mistral7b | Self::Mistral7b
@ -92,7 +95,8 @@ impl Which {
| Self::L34bCode | Self::L34bCode
| Self::Mistral7b | Self::Mistral7b
| Self::Mistral7bInstruct | Self::Mistral7bInstruct
| Self::OpenChat35 => false, | Self::OpenChat35
| Self::Starling7bAlpha => false,
Self::Zephyr7bAlpha | Self::Zephyr7bBeta => true, Self::Zephyr7bAlpha | Self::Zephyr7bBeta => true,
} }
} }
@ -112,7 +116,26 @@ impl Which {
| Which::Mistral7bInstruct | Which::Mistral7bInstruct
| Which::Zephyr7bAlpha | Which::Zephyr7bAlpha
| Which::Zephyr7bBeta => false, | Which::Zephyr7bBeta => false,
Which::OpenChat35 => true, Which::OpenChat35 | Self::Starling7bAlpha => true,
}
}
fn is_starling(&self) -> bool {
match self {
Which::L7b
| Which::L13b
| Which::L70b
| Which::L7bChat
| Which::L13bChat
| Which::L70bChat
| Which::L7bCode
| Which::L13bCode
| Which::L34bCode
| Which::Mistral7b
| Which::Mistral7bInstruct
| Which::Zephyr7bAlpha
| Which::Zephyr7bBeta
| Which::OpenChat35 => false,
Which::Starling7bAlpha => true,
} }
} }
} }
@ -181,7 +204,9 @@ impl Args {
Some(config) => std::path::PathBuf::from(config), Some(config) => std::path::PathBuf::from(config),
None => { None => {
let api = hf_hub::api::sync::Api::new()?; let api = hf_hub::api::sync::Api::new()?;
let repo = if self.which.is_open_chat() { let repo = if self.which.is_starling() {
"berkeley-nest/Starling-LM-7B-alpha"
} else if self.which.is_open_chat() {
"openchat/openchat_3.5" "openchat/openchat_3.5"
} else if self.which.is_mistral() { } else if self.which.is_mistral() {
"mistralai/Mistral-7B-v0.1" "mistralai/Mistral-7B-v0.1"
@ -234,6 +259,10 @@ impl Args {
("TheBloke/zephyr-7B-beta-GGUF", "zephyr-7b-beta.Q4_K_M.gguf") ("TheBloke/zephyr-7B-beta-GGUF", "zephyr-7b-beta.Q4_K_M.gguf")
} }
Which::OpenChat35 => ("TheBloke/openchat_3.5-GGUF", "openchat_3.5.Q4_K_M.gguf"), Which::OpenChat35 => ("TheBloke/openchat_3.5-GGUF", "openchat_3.5.Q4_K_M.gguf"),
Which::Starling7bAlpha => (
"TheBloke/Starling-LM-7B-alpha-GGUF",
"starling-lm-7b-alpha.Q4_K_M.gguf",
),
}; };
let api = hf_hub::api::sync::Api::new()?; let api = hf_hub::api::sync::Api::new()?;
let api = api.model(repo.to_string()); let api = api.model(repo.to_string());
@ -336,7 +365,8 @@ fn main() -> anyhow::Result<()> {
| Which::Zephyr7bBeta | Which::Zephyr7bBeta
| Which::L70b | Which::L70b
| Which::L70bChat | Which::L70bChat
| Which::OpenChat35 => 8, | Which::OpenChat35
| Which::Starling7bAlpha => 8,
}; };
ModelWeights::from_ggml(model, args.gqa.unwrap_or(default_gqa))? ModelWeights::from_ggml(model, args.gqa.unwrap_or(default_gqa))?
} }
@ -369,7 +399,7 @@ fn main() -> anyhow::Result<()> {
} }
} }
if args.which.is_open_chat() { if args.which.is_open_chat() {
format!("User: {prompt}<|end_of_turn|>Assistant: ") format!("GPT4 Correct User: {prompt}<|end_of_turn|>GPT4 Correct Assistant:")
} else if args.which.is_zephyr() { } else if args.which.is_zephyr() {
if prompt_index == 0 || is_interactive { if prompt_index == 0 || is_interactive {
format!("<|system|>\n</s>\n<|user|>\n{prompt}</s>\n<|assistant|>",) format!("<|system|>\n</s>\n<|user|>\n{prompt}</s>\n<|assistant|>",)