Added various settings for ollama and llamacpp using to increase configurability. #1677
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llama-cpp https://llama-cpp-python.readthedocs.io/en/latest/api-reference/ https://docs.llamaindex.ai/en/stable/examples/llm/llama_2_llama_cpp.html# ollama - https://github.com/run-llama/llama_index/blob/eeb2a60387b8ae1994005ad0eebb672ee02074ff/llama-index-integrations/llms/llama-index-llms-ollama/llama_index/llms/ollama/base.py openailike - https://docs.llamaindex.ai/en/stable/examples/llm/localai.html#localai openai - https://github.com/run-llama/llama_index/blob/eeb2a60387b8ae1994005ad0eebb672ee02074ff/llama-index-integrations/llms/llama-index-llms-openai/llama_index/llms/openai/base.py https://docs.llamaindex.ai/en/stable/examples/llm/openai.html I found the openAI and openAIlike docs to not have included very many details for the models_kwargs. However the ollama ones work. Could use some help testing for llamacpp.
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llama-cpp https://llama-cpp-python.readthedocs.io/en/latest/api-reference/
https://docs.llamaindex.ai/en/stable/examples/llm/llama_2_llama_cpp.html#
ollama - https://github.com/run-llama/llama_index/blob/eeb2a60387b8ae1994005ad0eebb672ee02074ff/llama-index-integrations/llms/llama-index-llms-ollama/llama_index/llms/ollama/base.py
No configurable changes. -
openailike - https://docs.llamaindex.ai/en/stable/examples/llm/localai.html#localai
Not sure about the model_kwargs. The value is references for openai, but I could not find documentation on what values were allowed.
openai - https://github.com/run-llama/llama_index/blob/eeb2a60387b8ae1994005ad0eebb672ee02074ff/llama-index-integrations/llms/llama-index-llms-openai/llama_index/llms/openai/base.py
https://docs.llamaindex.ai/en/stable/examples/llm/openai.html
For the text/description I used the values found here:
https://github.com/ollama/ollama/blob/main/docs/modelfile.md#valid-parameters-and-values
LlamaCPP, where it used the same K/V, had the same values. However my setup is currently using ollama, need some testing done for LlamaCPP.
I also added the temperature under the main llm.settings. This should allow the models that supports this value to be edited/changed.