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Add support for larger Granite Code Models (20B, 34B) #7324

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merged 2 commits into from
May 18, 2024
Merged

Add support for larger Granite Code Models (20B, 34B) #7324

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6f20148
Tie weights for larger Granite Code models (20B, 34B)
sroecker May 15, 2024
bbd3e38
Merge branch 'ggerganov:master' into add_larger_granite
sroecker May 16, 2024
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9 changes: 8 additions & 1 deletion llama.cpp
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Original file line number Diff line number Diff line change
Expand Up @@ -5188,7 +5188,14 @@ static bool llm_load_tensors(
{
model.output_norm = ml.create_tensor(ctx_output, tn(LLM_TENSOR_OUTPUT_NORM, "weight"), {n_embd});
model.output_norm_b = ml.create_tensor(ctx_output, tn(LLM_TENSOR_OUTPUT_NORM, "bias"), {n_embd});
model.output = ml.create_tensor(ctx_output_split, tn(LLM_TENSOR_OUTPUT, "weight"), {n_embd, n_vocab});
model.output = ml.create_tensor(ctx_output_split, tn(LLM_TENSOR_OUTPUT, "weight"), {n_embd, n_vocab}, false);
if (!model.output) {
// needs to be on GPU
model.output = ml.create_tensor(ctx_output_split, tn(LLM_TENSOR_TOKEN_EMBD, "weight"), {n_embd, n_vocab});
ml.n_created--; // artificial tensor
ml.size_data += ggml_nbytes(model.output);
}

}

for (int i = 0; i < n_layer; ++i) {
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