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--- |
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license: mit |
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tags: |
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- merge |
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--- |
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# Quantizations of BigCodeLLama LFG ๐ |
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## Experimental CodeLlaMA frankenstein of 70b instruct, python and base to see how it benchmarks |
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### Models Merged |
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The following models were included in the merge: |
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* ../CodeLlama-70b-hf |
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* ../CodeLlama-70b-Instruct-hf |
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* ../CodeLlama-70b-Python-hf |
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### Configuration |
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The following YAML configuration was used to produce this model: |
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```yaml |
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dtype: bfloat16 |
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merge_method: passthrough |
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slices: |
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- sources: |
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- layer_range: [0, 69] |
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model: |
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model: |
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path: ../CodeLlama-70b-hf |
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- sources: |
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- layer_range: [66, 76] |
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model: |
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model: |
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path: ../CodeLlama-70b-Instruct-hf |
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- sources: |
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- layer_range: [42, 66] |
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model: |
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model: |
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path: ../CodeLlama-70b-hf |
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- sources: |
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- layer_range: [13, 37] |
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model: |
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model: |
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path: ../CodeLlama-70b-Python-hf |
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- sources: |
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- layer_range: [10, 80] |
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model: |
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model: |
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path: ../CodeLlama-70b-Instruct-hf |
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``` |
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To reunite each file after downloading do |
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```bash |
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cat BigCodeLlama-169b-q2k.gguf.part0 BigCodeLlama-169b-q2k.gguf.part1 > BigCodeLlama-169b-q2k.gguf |
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cat BigCodeLlama-169b-q3km.gguf.part0 BigCodeLlama-169b-q3km.gguf.part1 > BigCodeLlama-169b-q3km.gguf |
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cat BigCodeLlama-169b-q4ks.gguf.part0 BigCodeLlama-169b-q4ks.gguf.part1 > BigCodeLlama-169b-q4ks.gguf |
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cat BigCodeLlama-169b-q5km.gguf.part0 BigCodeLlama-169b-q5km.gguf.part1 BigCodeLlama-169b-q5km.gguf.part2 > BigCodeLlama-169b-q5km.gguf |
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cat BigCodeLlama-169b-q8.gguf.part0 BigCodeLlama-169b-q8.gguf.part1 BigCodeLlama-169b-q8.gguf.part2 BigCodeLlama-169b-q8.gguf.part3 > BigCodeLlama-169b-q8.gguf |
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``` |