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HuggingFaceModel.java
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HuggingFaceModel.java
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package ee.carlrobert.codegpt.completions;
import static ee.carlrobert.codegpt.completions.HuggingFaceModel.Model.P3M;
import static ee.carlrobert.codegpt.completions.HuggingFaceModel.Model.SC3;
import static ee.carlrobert.codegpt.completions.llama.LlamaModel.getDownloadedMarker;
import static ee.carlrobert.codegpt.completions.llama.LlamaModel.getLlamaModelsPath;
import static java.lang.String.format;
import java.net.MalformedURLException;
import java.net.URL;
import org.jetbrains.annotations.NotNull;
public enum HuggingFaceModel {
CODE_LLAMA_7B_Q3(7, 3, "CodeLlama-7B-Instruct-GGUF", "codellama-7b-instruct.Q3_K_M.gguf"),
CODE_LLAMA_7B_Q4(7, 4, "CodeLlama-7B-Instruct-GGUF", "codellama-7b-instruct.Q4_K_M.gguf"),
CODE_LLAMA_7B_Q5(7, 5, "CodeLlama-7B-Instruct-GGUF", "codellama-7b-instruct.Q5_K_M.gguf"),
CODE_LLAMA_13B_Q3(13, 3, "CodeLlama-13B-Instruct-GGUF", "codellama-13b-instruct.Q3_K_M.gguf"),
CODE_LLAMA_13B_Q4(13, 4, "CodeLlama-13B-Instruct-GGUF", "codellama-13b-instruct.Q4_K_M.gguf"),
CODE_LLAMA_13B_Q5(13, 5, "CodeLlama-13B-Instruct-GGUF", "codellama-13b-instruct.Q5_K_M.gguf"),
CODE_LLAMA_34B_Q3(34, 3, "CodeLlama-34B-Instruct-GGUF", "codellama-34b-instruct.Q3_K_M.gguf"),
CODE_LLAMA_34B_Q4(34, 4, "CodeLlama-34B-Instruct-GGUF", "codellama-34b-instruct.Q4_K_M.gguf"),
CODE_LLAMA_34B_Q5(34, 5, "CodeLlama-34B-Instruct-GGUF", "codellama-34b-instruct.Q5_K_M.gguf"),
CODE_BOOGA_34B_Q3(34, 3, "CodeBooga-34B-v0.1-GGUF", "codebooga-34b-v0.1.Q3_K_M.gguf"),
CODE_BOOGA_34B_Q4(34, 4, "CodeBooga-34B-v0.1-GGUF", "codebooga-34b-v0.1.Q4_K_M.gguf"),
CODE_BOOGA_34B_Q5(34, 5, "CodeBooga-34B-v0.1-GGUF", "codebooga-34b-v0.1.Q5_K_M.gguf"),
DEEPSEEK_CODER_1_3B_Q3(1, 3, "deepseek-coder-1.3b-instruct-GGUF",
"deepseek-coder-1.3b-instruct.Q3_K_M.gguf", 0.705),
DEEPSEEK_CODER_1_3B_Q4(1, 4, "deepseek-coder-1.3b-instruct-GGUF",
"deepseek-coder-1.3b-instruct.Q4_K_M.gguf", 0.874),
DEEPSEEK_CODER_1_3B_Q5(1, 5, "deepseek-coder-1.3b-instruct-GGUF",
"deepseek-coder-1.3b-instruct.Q5_K_M.gguf", 1.0),
DEEPSEEK_CODER_6_7B_Q3(7, 3, "deepseek-coder-6.7b-instruct-GGUF",
"deepseek-coder-6.7b-instruct.Q3_K_M.gguf"),
DEEPSEEK_CODER_6_7B_Q4(7, 4, "deepseek-coder-6.7b-instruct-GGUF",
"deepseek-coder-6.7b-instruct.Q4_K_M.gguf"),
DEEPSEEK_CODER_6_7B_Q5(7, 5, "deepseek-coder-6.7b-instruct-GGUF",
"deepseek-coder-6.7b-instruct.Q5_K_M.gguf"),
DEEPSEEK_CODER_33B_Q3(33, 3, "deepseek-coder-33b-instruct-GGUF",
"deepseek-coder-33b-instruct.Q3_K_M.gguf", 16.1),
DEEPSEEK_CODER_33B_Q4(33, 4, "deepseek-coder-33b-instruct-GGUF",
"deepseek-coder-33b-instruct.Q4_K_M.gguf", 19.9),
DEEPSEEK_CODER_33B_Q5(33, 5, "deepseek-coder-33b-instruct-GGUF",
"deepseek-coder-33b-instruct.Q5_K_M.gguf", 23.5),
PHIND_CODE_LLAMA_34B_Q3(34, 3, "Phind-CodeLlama-34B-v2-GGUF",
"phind-codellama-34b-v2.Q3_K_M.gguf"),
PHIND_CODE_LLAMA_34B_Q4(34, 4, "Phind-CodeLlama-34B-v2-GGUF",
"phind-codellama-34b-v2.Q4_K_M.gguf"),
PHIND_CODE_LLAMA_34B_Q5(34, 5, "Phind-CodeLlama-34B-v2-GGUF",
"phind-codellama-34b-v2.Q5_K_M.gguf"),
WIZARD_CODER_PYTHON_7B_Q3(7, 3, "WizardCoder-Python-7B-V1.0-GGUF",
"wizardcoder-python-7b-v1.0.Q3_K_M.gguf"),
WIZARD_CODER_PYTHON_7B_Q4(7, 4, "WizardCoder-Python-7B-V1.0-GGUF",
"wizardcoder-python-7b-v1.0.Q4_K_M.gguf"),
WIZARD_CODER_PYTHON_7B_Q5(7, 5, "WizardCoder-Python-7B-V1.0-GGUF",
"wizardcoder-python-7b-v1.0.Q5_K_M.gguf"),
WIZARD_CODER_PYTHON_13B_Q3(13, 3, "WizardCoder-Python-13B-V1.0-GGUF",
"wizardcoder-python-13b-v1.0.Q3_K_M.gguf"),
WIZARD_CODER_PYTHON_13B_Q4(13, 4, "WizardCoder-Python-13B-V1.0-GGUF",
"wizardcoder-python-13b-v1.0.Q4_K_M.gguf"),
WIZARD_CODER_PYTHON_13B_Q5(13, 5, "WizardCoder-Python-13B-V1.0-GGUF",
"wizardcoder-python-13b-v1.0.Q5_K_M.gguf"),
WIZARD_CODER_PYTHON_34B_Q3(34, 3, "WizardCoder-Python-34B-V1.0-GGUF",
"wizardcoder-python-34b-v1.0.Q3_K_M.gguf"),
WIZARD_CODER_PYTHON_34B_Q4(34, 4, "WizardCoder-Python-34B-V1.0-GGUF",
"wizardcoder-python-34b-v1.0.Q4_K_M.gguf"),
WIZARD_CODER_PYTHON_34B_Q5(34, 5, "WizardCoder-Python-34B-V1.0-GGUF",
"wizardcoder-python-34b-v1.0.Q5_K_M.gguf"),
LLAMA_3_8B_IQ3_M(8, 3, "Meta-Llama-3-8B-Instruct-GGUF", "Meta-Llama-3-8B-Instruct-IQ3_M.gguf",
"lmstudio-community", 3.78),
LLAMA_3_8B_Q4_K_M(8, 4, "Meta-Llama-3-8B-Instruct-GGUF", "Meta-Llama-3-8B-Instruct-Q4_K_M.gguf",
"lmstudio-community", 4.92),
LLAMA_3_8B_Q5_K_M(8, 5, "Meta-Llama-3-8B-Instruct-GGUF", "Meta-Llama-3-8B-Instruct-Q5_K_M.gguf",
"lmstudio-community", 5.73),
LLAMA_3_8B_Q6_K(8, 6, "Meta-Llama-3-8B-Instruct-GGUF", "Meta-Llama-3-8B-Instruct-Q6_K.gguf",
"lmstudio-community", 6.6),
LLAMA_3_8B_Q8_0(8, 8, "Meta-Llama-3-8B-Instruct-GGUF", "Meta-Llama-3-8B-Instruct-Q8_0.gguf",
"lmstudio-community", 8.54),
LLAMA_3_70B_IQ1(70, 1, "Meta-Llama-3-70B-Instruct-GGUF", "Meta-Llama-3-70B-Instruct-IQ1_M.gguf",
"lmstudio-community", 16.8),
LLAMA_3_70B_IQ2_XS(70, 2, "Meta-Llama-3-70B-Instruct-GGUF",
"Meta-Llama-3-70B-Instruct-IQ2_XS.gguf", "lmstudio-community", 21.1),
LLAMA_3_70B_Q4_K_M(70, 4, "Meta-Llama-3-70B-Instruct-GGUF",
"Meta-Llama-3-70B-Instruct-Q4_K_M.gguf", "lmstudio-community", 42.5),
PHI_3_3_8B_4K_IQ4_NL(4, 4, "Phi-3-mini-4k-instruct-GGUF", "Phi-3-mini-4k-instruct-IQ4_NL.gguf",
"lmstudio-community", 2.18),
PHI_3_3_8B_4K_Q5_K_M(4, 5, "Phi-3-mini-4k-instruct-GGUF", "Phi-3-mini-4k-instruct-Q5_K_M.gguf",
"lmstudio-community", 2.64),
PHI_3_3_8B_4K_Q6_K(4, 6, "Phi-3-mini-4k-instruct-GGUF", "Phi-3-mini-4k-instruct-Q6_K.gguf",
"lmstudio-community", 3.14),
PHI_3_3_8B_4K_Q8_0(4, 8, "Phi-3-mini-4k-instruct-GGUF", "Phi-3-mini-4k-instruct-Q8_0.gguf",
"lmstudio-community", 4.06),
PHI_3_3_8B_4K_FP16(4, 16, "Phi-3-mini-4k-instruct-GGUF", "Phi-3-mini-4k-instruct-fp16.gguf",
"lmstudio-community", 7.64),
CODE_GEMMA_7B_Q3_K_L(7, 3, "codegemma-1.1-7b-it-GGUF", "codegemma-1.1-7b-it-Q3_K_L.gguf",
"lmstudio-community", 4.71),
CODE_GEMMA_7B_Q4_K_M(7, 4, "codegemma-1.1-7b-it-GGUF", "codegemma-1.1-7b-it-Q4_K_M.gguf",
"lmstudio-community", 5.33),
CODE_GEMMA_7B_Q5_K_M(7, 5, "codegemma-1.1-7b-it-GGUF", "codegemma-1.1-7b-it-Q5_K_M.gguf",
"lmstudio-community", 6.14),
CODE_GEMMA_7B_Q6_K(7, 6, "codegemma-1.1-7b-it-GGUF", "codegemma-1.1-7b-it-Q6_K.gguf",
"lmstudio-community", 7.01),
CODE_GEMMA_7B_Q8_0(7, 8, "codegemma-1.1-7b-it-GGUF", "codegemma-1.1-7b-it-Q8_0.gguf",
"lmstudio-community", 9.08),
CODE_QWEN_1_5_7B_Q3_K_M(7, 3, "Qwen_-_CodeQwen1.5-7B-Chat-gguf",
"CodeQwen1.5-7B-Chat.Q3_K_M.gguf", "RichardErkhov", 3.81),
CODE_QWEN_1_5_7B_Q4_K_M(7, 4, "Qwen_-_CodeQwen1.5-7B-Chat-gguf",
"CodeQwen1.5-7B-Chat.Q4_K_M.gguf", "RichardErkhov", 4.74),
CODE_QWEN_1_5_7B_Q5_K_M(7, 5, "Qwen_-_CodeQwen1.5-7B-Chat-gguf",
"CodeQwen1.5-7B-Chat.Q5_K_M.gguf", "RichardErkhov", 5.43),
CODE_QWEN_1_5_7B_Q6_K(7, 6, "Qwen_-_CodeQwen1.5-7B-Chat-gguf",
"CodeQwen1.5-7B-Chat.Q6_K.gguf", "RichardErkhov", 6.38),
STABLE_CODE_3B_Q3_K_M(SC3, 3, "stable-code-instruct-3b-Q3_K_M.gguf", 1.39),
STABLE_CODE_3B_Q4_K_M(SC3, 4, "stable-code-instruct-3b-Q4_K_M.gguf", 1.71),
STABLE_CODE_3B_Q5_K_M(SC3, 5, "stable-code-instruct-3b-Q5_K_M.gguf", 1.99),
STABLE_CODE_3B_Q6_K(SC3, 6, "stable-code-instruct-3b-Q6_K.gguf", 2.3),
STABLE_CODE_3B_Q8_0(SC3, 8, "stable-code-instruct-3b-Q8_0.gguf", 2.97),
PHI_3_14B_128K_IQ3_M(P3M, 3, "Phi-3-medium-128k-instruct-IQ3_M.gguf", 6.47),
PHI_3_14B_128K_Q3_K_M(P3M, 3, "Phi-3-medium-128k-instruct-Q3_K_M.gguf", 6.92),
PHI_3_14B_128K_IQ4_NL(P3M, 4, "Phi-3-medium-128k-instruct-IQ4_NL.gguf", 7.9),
PHI_3_14B_128K_Q4_K_M(P3M, 4, "Phi-3-medium-128k-instruct-Q4_K_M.gguf", 8.57),
PHI_3_14B_128K_Q5_K_M(P3M, 5, "Phi-3-medium-128k-instruct-Q5_K_M.gguf", 10.1),
PHI_3_14B_128K_Q6_K(P3M, 6, "Phi-3-medium-128k-instruct-Q6_K.gguf", 11.5),
PHI_3_14B_128K_Q8_0(P3M, 8, "Phi-3-medium-128k-instruct-Q8_0.gguf", 14.8),
;
enum Model {
SC3("bartowski", 3, "stable-code-instruct-3b-GGUF"),
P3M("bartowski", 14, "Phi-3-medium-128k-instruct-GGUF")
;
private final String user;
private final int parameterSize;
private final String directory;
private final String prefix;
Model(String user, int parameterSize, String directory) {
this(user, parameterSize, directory, null);
}
Model(String user, int parameterSize, String directory, String prefix) {
this.user = user;
this.parameterSize = parameterSize;
this.directory = directory;
this.prefix = prefix;
}
}
private final int parameterSize;
private final int quantization;
private final String directory;
private final String fileName;
private final String user;
private final Double downloadSize; // in GB
HuggingFaceModel(int parameterSize, int quantization, String directory, String fileName) {
this(parameterSize, quantization, directory, fileName, "TheBloke", null);
}
HuggingFaceModel(int parameterSize, int quantization, String directory, String fileName,
Double downloadSize) {
this(parameterSize, quantization, directory, fileName, "TheBloke", downloadSize);
}
HuggingFaceModel(Model m, int quantization, String fileName, Double downloadSize) {
this(m.parameterSize, quantization, m.directory, fileName, m.user, downloadSize);
}
HuggingFaceModel(int parameterSize, int quantization, String directory, String fileName,
String user, Double downloadSize) {
this.parameterSize = parameterSize;
this.quantization = quantization;
this.directory = directory;
this.fileName = fileName;
this.user = user;
this.downloadSize = downloadSize;
}
public int getParameterSize() {
return parameterSize;
}
public int getQuantization() {
return quantization;
}
public String getCode() {
return name();
}
public Double getDownloadSize() {
return downloadSize;
}
public String getFileName() {
return fileName;
}
public URL getFileURL() {
try {
return new URL(
"https://huggingface.co/%s/%s/resolve/main/%s".formatted(user, directory, fileName));
} catch (MalformedURLException ex) {
throw new RuntimeException(ex);
}
}
public URL getHuggingFaceURL() {
try {
return new URL("https://huggingface.co/%s/%s".formatted(user, directory));
} catch (MalformedURLException ex) {
throw new RuntimeException(ex);
}
}
public String getQuantizationLabel() {
return format("%s %d-bit precision", downloaded(), quantization);
}
public boolean isDownloaded() {
return getLlamaModelsPath().resolve(fileName).toFile().exists();
}
private @NotNull String downloaded() {
return getDownloadedMarker(isDownloaded());
}
}