add some hints

This commit is contained in:
Xuan Son Nguyen 2025-01-08 15:14:19 +01:00
parent 65a431dbbc
commit a1f82956f7

View file

@ -264,7 +264,7 @@ static void llama_lora_adapter_init_impl(struct llama_model & model, const char
// device buft and device ctx // device buft and device ctx
auto * model_tensor = llama_model_get_tensor(model, name.c_str()); auto * model_tensor = llama_model_get_tensor(model, name.c_str());
if (!model_tensor) { if (!model_tensor) {
throw std::runtime_error("LoRA tensor '" + name + "' does not exist in base model"); throw std::runtime_error("LoRA tensor '" + name + "' does not exist in base model (hint: maybe wrong base model?)");
} }
struct ggml_context * dev_ctx = ctx_for_buft(ggml_backend_buffer_get_type(model_tensor->buffer)); struct ggml_context * dev_ctx = ctx_for_buft(ggml_backend_buffer_get_type(model_tensor->buffer));
@ -272,11 +272,11 @@ static void llama_lora_adapter_init_impl(struct llama_model & model, const char
if (is_token_embd) { if (is_token_embd) {
// expect B to be non-transposed, A and B are flipped; see llm_build_inp_embd() // expect B to be non-transposed, A and B are flipped; see llm_build_inp_embd()
if (model_tensor->ne[0] != w.b->ne[1] || model_tensor->ne[1] != w.a->ne[1]) { if (model_tensor->ne[0] != w.b->ne[1] || model_tensor->ne[1] != w.a->ne[1]) {
throw std::runtime_error("tensor '" + name + "' has incorrect shape"); throw std::runtime_error("tensor '" + name + "' has incorrect shape (hint: maybe wrong base model?)");
} }
} else { } else {
if (model_tensor->ne[0] != w.a->ne[0] || model_tensor->ne[1] != w.b->ne[1]) { if (model_tensor->ne[0] != w.a->ne[0] || model_tensor->ne[1] != w.b->ne[1]) {
throw std::runtime_error("tensor '" + name + "' has incorrect shape"); throw std::runtime_error("tensor '" + name + "' has incorrect shape (hint: maybe wrong base model?)");
} }
if (w.a->ne[1] != w.b->ne[0]) { if (w.a->ne[1] != w.b->ne[0]) {
throw std::runtime_error("lora_a tensor is not transposed (hint: adapter from \"finetune\" example is no longer supported)"); throw std::runtime_error("lora_a tensor is not transposed (hint: adapter from \"finetune\" example is no longer supported)");