examples : update llama2.c converter to read vocab and write models in GGUF format (#2751)
* llama2.c: direct gguf output (WIP) * Simplify vector building logic * llama2.c gguf conversion: fix token types in converter * llama2.c: support copying vocab from a llama gguf model file * llama2.c: update default path for vocab model + readme * llama2.c: use defines for gguf keys * llama2.c: escape whitespaces w/ U+2581 in vocab converter the llama.cpp way * llama2.c converter: cleanups + take n_ff from config
This commit is contained in:
parent
463173a6c0
commit
230d46c723
2 changed files with 220 additions and 128 deletions
|
@ -12,18 +12,14 @@ usage: ./convert-llama2c-to-ggml [options]
|
|||
|
||||
options:
|
||||
-h, --help show this help message and exit
|
||||
--copy-vocab-from-model FNAME model path from which to copy vocab (default 'tokenizer.bin')
|
||||
--copy-vocab-from-model FNAME path of gguf llama model or llama2.c vocabulary from which to copy vocab (default 'models/7B/ggml-model-f16.gguf')
|
||||
--llama2c-model FNAME [REQUIRED] model path from which to load Karpathy's llama2.c model
|
||||
--llama2c-output-model FNAME model path to save the converted llama2.c model (default ak_llama_model.bin')
|
||||
```
|
||||
|
||||
An example command using a model from [karpathy/tinyllamas](https://huggingface.co/karpathy/tinyllamas) is as follows:
|
||||
|
||||
`$ ./convert-llama2c-to-ggml --copy-vocab-from-model ../llama2.c/tokenizer.bin --llama2c-model stories42M.bin --llama2c-output-model stories42M.ggmlv3.bin`
|
||||
|
||||
For now the generated model is in the legacy GGJTv3 format, so you need to convert it to gguf manually:
|
||||
|
||||
`$ python ./convert-llama-ggmlv3-to-gguf.py --eps 1e-5 --input stories42M.ggmlv3.bin --output stories42M.gguf.bin`
|
||||
`$ ./convert-llama2c-to-ggml --copy-vocab-from-model llama-2-7b-chat.gguf.q2_K.bin --llama2c-model stories42M.bin --llama2c-output-model stories42M.gguf.bin`
|
||||
|
||||
Now you can use the model with a command like:
|
||||
|
||||
|
|
Loading…
Add table
Add a link
Reference in a new issue