From 8448eff1eb1e1c442c1af0b2173d987233e90ea1 Mon Sep 17 00:00:00 2001 From: Paul Gauthier Date: Thu, 21 Nov 2024 11:38:41 -0800 Subject: [PATCH] copy --- aider/website/_data/quant.yml | 93 ++++++++++++++++++ aider/website/_includes/quant-chart.js | 3 +- .../website/_posts/2024-11-21-quantization.md | 23 ++++- aider/website/assets/quantization.jpg | Bin 85138 -> 149278 bytes 4 files changed, 113 insertions(+), 6 deletions(-) create mode 100644 aider/website/_data/quant.yml diff --git a/aider/website/_data/quant.yml b/aider/website/_data/quant.yml new file mode 100644 index 000000000..55538b63c --- /dev/null +++ b/aider/website/_data/quant.yml @@ -0,0 +1,93 @@ +- dirname: 2024-11-09-11-09-15--Qwen2.5-Coder-32B-Instruct + test_cases: 133 + model: HuggingFace weights via glhf.chat + released: 2024-11-12 + edit_format: diff + commit_hash: ec9982a + pass_rate_1: 59.4 + pass_rate_2: 71.4 + percent_cases_well_formed: 94.7 + error_outputs: 17 + num_malformed_responses: 17 + num_with_malformed_responses: 7 + user_asks: 1 + lazy_comments: 0 + syntax_errors: 0 + indentation_errors: 0 + exhausted_context_windows: 0 + test_timeouts: 3 + command: aider --model openai/Qwen2.5-Coder-32B-Instruct + date: 2024-11-09 + versions: 0.59.2.dev + seconds_per_case: 22.5 + total_cost: 0.0000 + +- dirname: 2024-11-20-15-17-37--qwen25-32b-or-diff + test_cases: 133 + model: openrouter/qwen/qwen-2.5-coder-32b-instruct + edit_format: diff + commit_hash: e917424 + pass_rate_1: 49.6 + pass_rate_2: 65.4 + percent_cases_well_formed: 84.2 + error_outputs: 43 + num_malformed_responses: 31 + num_with_malformed_responses: 21 + user_asks: 43 + lazy_comments: 0 + syntax_errors: 2 + indentation_errors: 2 + exhausted_context_windows: 12 + test_timeouts: 2 + command: aider --model openrouter/qwen/qwen-2.5-coder-32b-instruct + date: 2024-11-20 + versions: 0.63.3.dev + seconds_per_case: 40.7 + total_cost: 0.1497 + +- dirname: 2024-09-20-21-47-17--qwen2.5-32b-instruct-q8_0-whole + test_cases: 133 + model: ollama/qwen2.5:32b-instruct-q8_0 + edit_format: whole + commit_hash: 2753ac6 + pass_rate_1: 46.6 + pass_rate_2: 58.6 + percent_cases_well_formed: 100.0 + error_outputs: 0 + num_malformed_responses: 0 + num_with_malformed_responses: 0 + user_asks: 1 + lazy_comments: 0 + syntax_errors: 0 + indentation_errors: 0 + exhausted_context_windows: 0 + test_timeouts: 2 + command: aider --model ollama/qwen2.5:32b-instruct-q8_0 + date: 2024-09-20 + versions: 0.56.1.dev + seconds_per_case: 1763.7 + total_cost: 0.0000 + +- dirname: 2024-09-30-14-09-43--qwen2.5-32b-whole-2 + test_cases: 133 + model: ollama/qwen2.5:32b + edit_format: whole + commit_hash: 765c4cb + pass_rate_1: 44.4 + pass_rate_2: 54.1 + percent_cases_well_formed: 100.0 + error_outputs: 0 + num_malformed_responses: 0 + num_with_malformed_responses: 0 + user_asks: 9 + lazy_comments: 0 + syntax_errors: 0 + indentation_errors: 0 + exhausted_context_windows: 0 + test_timeouts: 3 + command: aider --model ollama/qwen2.5:32b + date: 2024-09-30 + versions: 0.58.1.dev + seconds_per_case: 134.9 + total_cost: 0.0000 + \ No newline at end of file diff --git a/aider/website/_includes/quant-chart.js b/aider/website/_includes/quant-chart.js index 5bcfb17ae..7cc4f6701 100644 --- a/aider/website/_includes/quant-chart.js +++ b/aider/website/_includes/quant-chart.js @@ -20,8 +20,7 @@ document.addEventListener('DOMContentLoaded', function () { {% endfor %} allData.forEach(function(row) { - // Split the model name on \n to create array of lines - chartData.labels.push(row.model.split('\\n')); + chartData.labels.push(row.model); chartData.datasets[0].data.push(row.pass_rate_2); }); diff --git a/aider/website/_posts/2024-11-21-quantization.md b/aider/website/_posts/2024-11-21-quantization.md index a3fd656fb..efcd8a19a 100644 --- a/aider/website/_posts/2024-11-21-quantization.md +++ b/aider/website/_posts/2024-11-21-quantization.md @@ -16,13 +16,28 @@ aider's code editing benchmark, rivaling closed source frontier models. But pay attention to how your model is being quantized, as it can strongly impact code editing skill. Heavily quantized models are often used by cloud API providers -and local model servers like ollama. - -The graph below compares 4 different versions of the Qwen 2.5 32B model, -served both locally and from cloud providers: +and local model servers like Ollama. + +The graph above compares 4 different versions of the Qwen 2.5 32B model, +served both locally and from cloud providers. + +- The [HuggingFace weights](https://huggingface.co/Qwen/Qwen2.5-Coder-32B-Instruct) served via [glhf.chat](https://glhf.chat). +- The results from [OpenRouter's mix of providers](https://openrouter.ai/qwen/qwen-2.5-coder-32b-instruct/providers). +- Two Ollama models run locally. + +The best version of the model rivals GPT-4o, while the worst performer +is more like GPT-3.5 Turbo. + + +## Choosing providers with OpenRouter + +OpenRouter allows you to ignore specific providers in your +[preferences](https://openrouter.ai/settings/preferences). +This can be effective to exclude highly quantized or otherwise 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