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Add FIM config for CodeGemma #135

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Add FIM config for CodeGemma #135

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30 changes: 26 additions & 4 deletions src/configTemplates.ts
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Original file line number Diff line number Diff line change
@@ -1,4 +1,4 @@
const templateKeys = ["hf/bigcode/starcoder", "hf/codellama/CodeLlama-13b-hf", "hf/Phind/Phind-CodeLlama-34B-v2", "hf/WizardLM/WizardCoder-Python-34B-V1.0", "ollama/codellama:7b", "hf/deepseek-ai/deepseek-coder-6.7b-base", "Custom"] as const;
const templateKeys = ["hf/bigcode/starcoder", "hf/codellama/CodeLlama-13b-hf", "hf/Phind/Phind-CodeLlama-34B-v2", "hf/WizardLM/WizardCoder-Python-34B-V1.0", "ollama/codellama:7b", "hf/deepseek-ai/deepseek-coder-6.7b-base", "hf/google/codegemma-2b", "Custom"] as const;
export type TemplateKey = typeof templateKeys[number];

export interface TokenizerPathConfig {
Expand Down Expand Up @@ -49,6 +49,27 @@ const HfStarCoderConfig: Config = {
repository: "bigcode/starcoder",
}
}
const HfCodeGemmaConfig: Config = {
modelId: "google/codegemma-2b",
backend: "huggingface",
url: null,
"fillInTheMiddle.enabled": true,
"fillInTheMiddle.prefix": "<|fim_prefix|>",
"fillInTheMiddle.suffix": "<|fim_suffix|>",
"fillInTheMiddle.middle": "<|fim_middle|>",
contextWindow: 8192,
tokensToClear: ["<|file_separator|>"],
tokenizer: {
repository: "google/codegemma-2b",
},
requestBody: {
parameters: {
max_new_tokens: 128,
temperature: 0.1,
top_p: 0.95
}
}
}

const HfCodeLlama13BConfig: Config = {
modelId: "codellama/CodeLlama-13b-hf",
Expand Down Expand Up @@ -78,11 +99,11 @@ const HfDeepSeekConfig: Config = {
url: null,
"fillInTheMiddle.enabled": true,
"fillInTheMiddle.prefix": "<｜fim▁begin｜>",
// DeepSeek names the suffix token fim_hole,
// DeepSeek names the suffix token fim_hole,
// as it indicates the position to fill in
"fillInTheMiddle.suffix": "<｜fim▁hole｜>",
"fillInTheMiddle.middle": "<｜fim▁end｜>",
// DeepSeek should support 16k,
// DeepSeek should support 16k,
// keeping at 8k because of resource constraints
contextWindow: 8192,
tokensToClear: ["<|EOT|>"],
Expand Down Expand Up @@ -131,9 +152,10 @@ const OllamaCodeLlama7BConfig: Config = {

export const templates: Partial<Record<TemplateKey, Config>> = {
"hf/bigcode/starcoder": HfStarCoderConfig,
"hf/google/codegemma-2b": HfCodeGemmaConfig,
"hf/codellama/CodeLlama-13b-hf": HfCodeLlama13BConfig,
"hf/Phind/Phind-CodeLlama-34B-v2": HfPhindCodeLlama34Bv2Config,
"hf/WizardLM/WizardCoder-Python-34B-V1.0": HfWizardCoderPython34Bv1Config,
"hf/deepseek-ai/deepseek-coder-6.7b-base": HfDeepSeekConfig,
"hf/deepseek-ai/deepseek-coder-6.7b-base": HfDeepSeekConfig,
"ollama/codellama:7b": OllamaCodeLlama7BConfig,
}