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merged 2 commits into from
Jun 25, 2024
Merged

SDK - patch opensourceai for latest models #1541

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0dc7c54
Update models for opensourceai
SilasMarvin Jun 25, 2024
ab44a2a
Update versions
SilasMarvin Jun 25, 2024
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2 changes: 1 addition & 1 deletion pgml-sdks/pgml/Cargo.lock
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2 changes: 1 addition & 1 deletion pgml-sdks/pgml/Cargo.toml
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Original file line number Diff line number Diff line change
@@ -1,6 +1,6 @@
[package]
name = "pgml"
version = "1.1.0"
version = "1.1.1"
edition = "2021"
authors = ["PosgresML <team@postgresml.org>"]
homepage = "https://postgresml.org/"
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2 changes: 1 addition & 1 deletion pgml-sdks/pgml/javascript/package.json
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Original file line number Diff line number Diff line change
@@ -1,6 +1,6 @@
{
"name": "pgml",
"version": "1.1.0",
"version": "1.1.1",
"description": "Open Source Alternative for Building End-to-End Vector Search Applications without OpenAI & Pinecone",
"keywords": [
"postgres",
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2 changes: 1 addition & 1 deletion pgml-sdks/pgml/pyproject.toml
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Expand Up @@ -5,7 +5,7 @@ build-backend = "maturin"
[project]
name = "pgml"
requires-python = ">=3.7"
version = "1.1.0"
version = "1.1.1"
description = "Python SDK is designed to facilitate the development of scalable vector search applications on PostgreSQL databases."
authors = [
{name = "PostgresML", email = "team@postgresml.org"},
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123 changes: 19 additions & 104 deletions pgml-sdks/pgml/src/open_source_ai.rs
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Expand Up @@ -35,112 +35,40 @@ fn try_model_nice_name_to_model_name_and_parameters(
"meta-llama/Meta-Llama-3-8B-Instruct" => Some((
"meta-llama/Meta-Llama-3-8B-Instruct",
serde_json::json!({
"task": "conversationa",
"task": "conversational",
"model": "meta-llama/Meta-Llama-3-8B-Instruct"
})
.into(),
)),

"mistralai/Mistral-7B-Instruct-v0.1" => Some((
"mistralai/Mistral-7B-Instruct-v0.1",
serde_json::json!({
"task": "conversational",
"model": "mistralai/Mistral-7B-Instruct-v0.1",
"device_map": "auto",
"torch_dtype": "bfloat16"
})
.into(),
)),

"TheBloke/Llama-2-7B-Chat-GPTQ" => Some((
"TheBloke/Llama-2-7B-Chat-GPTQ",
serde_json::json!({
"task": "conversational",
"model": "TheBloke/Llama-2-7B-Chat-GPTQ",
"device_map": "auto",
"revision": "main"
})
.into(),
)),

"teknium/OpenHermes-2.5-Mistral-7B" => Some((
"teknium/OpenHermes-2.5-Mistral-7B",
serde_json::json!({
"task": "conversational",
"model": "teknium/OpenHermes-2.5-Mistral-7B",
"device_map": "auto",
"torch_dtype": "bfloat16"
})
.into(),
)),

"Open-Orca/Mistral-7B-OpenOrca" => Some((
"Open-Orca/Mistral-7B-OpenOrca",
serde_json::json!({
"task": "conversational",
"model": "Open-Orca/Mistral-7B-OpenOrca",
"device_map": "auto",
"torch_dtype": "bfloat16"
})
.into(),
)),

"Undi95/Toppy-M-7B" => Some((
"Undi95/Toppy-M-7B",
serde_json::json!({
"model": "Undi95/Toppy-M-7B",
"device_map": "auto",
"torch_dtype": "bfloat16"
})
.into(),
)),

"Undi95/ReMM-SLERP-L2-13B" => Some((
"Undi95/ReMM-SLERP-L2-13B",
"meta-llama/Meta-Llama-3-70B-Instruct" => Some((
"meta-llama/Meta-Llama-3-70B-Instruct",
serde_json::json!({
"model": "Undi95/ReMM-SLERP-L2-13B",
"device_map": "auto",
"torch_dtype": "bfloat16"
"task": "conversational",
"model": "meta-llama/Meta-Llama-3-70B-Instruct"
})
.into(),
)),

"Gryphe/MythoMax-L2-13b" => Some((
"Gryphe/MythoMax-L2-13b",
"microsoft/Phi-3-mini-128k-instruct" => Some((
"microsoft/Phi-3-mini-128k-instruct",
serde_json::json!({
"model": "Gryphe/MythoMax-L2-13b",
"device_map": "auto",
"torch_dtype": "bfloat16"
"task": "conversational",
"model": "microsoft/Phi-3-mini-128k-instruct"
})
.into(),
)),

"PygmalionAI/mythalion-13b" => Some((
"PygmalionAI/mythalion-13b",
"mistralai/Mixtral-8x7B-Instruct-v0.1" => Some((
"mistralai/Mixtral-8x7B-Instruct-v0.1",
serde_json::json!({
"model": "PygmalionAI/mythalion-13b",
"device_map": "auto",
"torch_dtype": "bfloat16"
"task": "conversational",
"model": "mistralai/Mixtral-8x7B-Instruct-v0.1"
})
.into(),
)),

"deepseek-ai/deepseek-llm-7b-chat" => Some((
"deepseek-ai/deepseek-llm-7b-chat",
"mistralai/Mistral-7B-Instruct-v0.2" => Some((
"mistralai/Mistral-7B-Instruct-v0.2",
serde_json::json!({
"model": "deepseek-ai/deepseek-llm-7b-chat",
"device_map": "auto",
"torch_dtype": "bfloat16"
})
.into(),
)),

"Phind/Phind-CodeLlama-34B-v2" => Some((
"Phind/Phind-CodeLlama-34B-v2",
serde_json::json!({
"model": "Phind/Phind-CodeLlama-34B-v2",
"device_map": "auto",
"torch_dtype": "bfloat16"
"task": "conversational",
"model": "mistralai/Mistral-7B-Instruct-v0.2"
})
.into(),
)),
Expand All @@ -149,15 +77,6 @@ fn try_model_nice_name_to_model_name_and_parameters(
}
}

fn try_get_model_chat_template(model_name: &str) -> Option<&'static str> {
match model_name {
// Any Alpaca instruct tuned model
"Undi95/Toppy-M-7B" | "Undi95/ReMM-SLERP-L2-13B" | "Gryphe/MythoMax-L2-13b" | "Phind/Phind-CodeLlama-34B-v2" => Some("{% for message in messages %}\n{% if message['role'] == 'user' %}\n{{ '### Instruction:\n' + message['content'] + '\n'}}\n{% elif message['role'] == 'system' %}\n{{ message['content'] + '\n'}}\n{% elif message['role'] == 'model' %}\n{{ '### Response:>\n' + message['content'] + eos_token + '\n'}}\n{% endif %}\n{% if loop.last and add_generation_prompt %}\n{{ '### Response:' }}\n{% endif %}\n{% endfor %}"),
"PygmalionAI/mythalion-13b" => Some("{% for message in messages %}\n{% if message['role'] == 'user' %}\n{{ '<|user|>\n' + message['content'] + eos_token }}\n{% elif message['role'] == 'system' %}\n{{ '<|system|>\n' + message['content'] + eos_token }}\n{% elif message['role'] == 'model' %}\n{{ '<|model|>\n' + message['content'] + eos_token }}\n{% endif %}\n{% if loop.last and add_generation_prompt %}\n{{ '<|model|>' }}\n{% endif %}\n{% endfor %}"),
_ => None
}
}

struct AsyncToSyncJsonIterator(std::pin::Pin<Box<dyn Stream<Item = anyhow::Result<Json>> + Send>>);

impl Iterator for AsyncToSyncJsonIterator {
Expand Down Expand Up @@ -265,9 +184,7 @@ mistralai/Mistral-7B-v0.1
// TODO: Add n

let mut args = serde_json::json!({ "max_tokens": max_tokens, "temperature": temperature });
if let Some(t) = chat_template
.or_else(|| try_get_model_chat_template(&model_name).map(|s| s.to_string()))
{
if let Some(t) = chat_template {
args.as_object_mut().unwrap().insert(
"chat_template".to_string(),
serde_json::to_value(t).unwrap(),
Expand Down Expand Up @@ -355,9 +272,7 @@ mistralai/Mistral-7B-v0.1
// TODO: Add n

let mut args = serde_json::json!({ "max_tokens": max_tokens, "temperature": temperature });
if let Some(t) = chat_template
.or_else(|| try_get_model_chat_template(&model_name).map(|s| s.to_string()))
{
if let Some(t) = chat_template {
args.as_object_mut().unwrap().insert(
"chat_template".to_string(),
serde_json::to_value(t).unwrap(),
Expand Down
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