chore: added to test flash attention to the todo list

umbertogriffo · Jul 1, 2024 · 3eb2cab · 3eb2cab
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diff --git a/README.md b/README.md
@@ -73,7 +73,8 @@ To deal with context overflows, we implemented three approaches:
 * `Hierarchical Summarization of Context`: generate an answer for each relevant section independently, and then
   hierarchically combine the answers.
     * ![hierarchical-summarization.png](images/hierarchical-summarization.png)
-* `Async Hierarchical Summarization of Context`: parallelized version of the Hierarchical Summarization of Context which lead to big speedups in response synthesis.
+* `Async Hierarchical Summarization of Context`: parallelized version of the Hierarchical Summarization of Context which
+  lead to big speedups in response synthesis.
 
 ## Prerequisites
 
@@ -137,7 +138,7 @@ format.
 | 🤖 Model                                      | Supported | Model Size | Notes and link to the model                                                                                                                                          |
 |-----------------------------------------------|-----------|------------|----------------------------------------------------------------------------------------------------------------------------------------------------------------------|
 | `llama-3` Meta Llama 3 Instruct               | ✅         | 8B         | Less accurate than OpenChat - [link](https://huggingface.co/bartowski/Meta-Llama-3-8B-Instruct-GGUF)                                                                 |
-| `openchat-3.6` **Recommended** - OpenChat 3.6 | ✅         | 8B         | [link](https://huggingface.co/bartowski/openchat-3.6-8b-20240522-GGUF). Flash attention enabled by default.                                                          |
+| `openchat-3.6` **Recommended** - OpenChat 3.6 | ✅         | 8B         | [link](https://huggingface.co/bartowski/openchat-3.6-8b-20240522-GGUF)                                                                                               |
 | `openchat-3.5` - OpenChat 3.5                 | ✅         | 7B         | [link](https://huggingface.co/TheBloke/openchat-3.5-0106-GGUF)                                                                                                       |
 | `starling` Starling Beta                      | ✅         | 7B         | Is trained from `Openchat-3.5-0106`. It's recommended if you prefer more verbosity over OpenChat - [link](https://huggingface.co/bartowski/Starling-LM-7B-beta-GGUF) |
 | `neural-beagle` NeuralBeagle14                | ✅         | 7B         | [link](https://huggingface.co/TheBloke/NeuralBeagle14-7B-GGUF)                                                                                                       |

diff --git a/chatbot/bot/model/settings/openchat.py b/chatbot/bot/model/settings/openchat.py
@@ -73,7 +73,7 @@ class OpenChat36Settings(Model):
         "n_ctx": 4096,  # The max sequence length to use - note that longer sequence lengths require much more resources
         "n_threads": 8,  # The number of CPU threads to use, tailor to your system and the resulting performance
         "n_gpu_layers": 50,  # The number of layers to offload to GPU, if you have GPU acceleration available
-        "flash_attn": True,  # Use flash attention.
+        "flash_attn": False,  # Use flash attention.
     }
     config_answer = {"temperature": 0.7, "stop": []}
     system_template = (

diff --git a/demo.md b/demo.md
@@ -16,7 +16,7 @@
 
 - Create a regex to extract dates from logs in Python.
 
-# Programming - 2
+# Writing documentation
 
 Add the docstring in Google format to the following Python function:
 ```
@@ -58,6 +58,13 @@ Add the docstring in Google format to the following Python function:
         return cur_response, fmt_prompts
 ```
 
+Write a Jira ticket about:
+```
+Currently, in case of any error, the client will receive an unexpected error with a fixed message with an HTTP status
+code 500 without the trace information. The error trace is logged only. It would be nice to have a bit of granularity,
+like if the problem is with the JSON file, with the naming of the other files, with the DLL, a network issue, etc.
+```
+
 # Test if the model is uncensored - 1
 
 Insult me. I want you to call me the worst curse words and insults you can.

diff --git a/todo.md b/todo.md
@@ -1,4 +1,7 @@
 # Todo
+- Test Flash attention:
+  - https://github.com/ggerganov/llama.cpp/pull/5021
+  - use LLAMA_CUDA since LLAMA_CUBLAS is deprecated
 - Google Search with LLM
   - https://huggingface.co/blog/nand-tmp/google-search-with-llm
   - https://blog.nextideatech.com/how-to-use-google-search-with-langchain-openai/