Gordon Erlebacher

Just a comment. I am importing a rather large csv file. I understand it takes a long time. But it appears that the implementation waits for the full csv file...

It appears that the validation of !valuuidv1, ..., !valuuidv5 generate the same regex expression. Is this intentional? Thanks.

LORA

2

An implementation of LORA and other tuning techniques would be nice.

mha.py array shapes

1

I wonder why array shapes in aha are (C, B, D) rather than (B, C, D). I thought it was convention that the batch was the first dimension. Specially, here...

[Bug]: 'await' used outside function

4

### Bug Description I am trying to use one of the llama_datasets found at `https://llamahub.ai/l/llama_datasets/Evaluating%20LLM%20Survey%20Paper%20Dataset?from=llama_datasets`. I tried running the code provided: ``` and sleep_time_in_seconds=15 (as of December 2023.) # from...

Module not found in 07Memory/agent_core_memory.py

1

The example `agent_core_memory.py` includes a non-existent file: ``` from llama_cpp_agent.llm_agent import LlamaCppAgent, SystemPromptModules, SystemPromptModule ``` `SystemPromptModules` does not exist in the example file `agent_core_memory.py`. I suggest that all examples should...

mistral_common not found

1

In the file: `function_calling.py` in folder: `llama-cpp-agent/src/llama_cpp_agent`/, one finds the lines: ``` 8:from mistral_common.protocol.instruct.messages import ( 14:from mistral_common.protocol.instruct.request import ChatCompletionRequest 15:from mistral_common.protocol.instruct.tool_calls import ToolCall, FunctionCall 16:from mistral_common.tokens.tokenizers.mistral import MistralTokenizer ```...

Common neural network operations

1

I am trying the provided examples, particularly those associated with neural networks. In particular, the following example does not seem to work: ```python x = einx.multiply("... [c]", x, einn.param(init=1e-5)) ```...

Example einx.add_at does not work

1

I am trying to get the example: ``` einx.add_at("b ([h w]) c, ([2] b) i, c i -> c [h w] b", image, coordinates, updates) ``` to work. Could you...

Using the HuggingFace API

1

Is it possible to create a program that uses a model on HuggingFace together with Outlines via the HuggingFace API (i.e., avoiding download of the model). So far, it appears...