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fix ollama models included in quant blog
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2 changed files with 44 additions and 41 deletions
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@ -45,49 +45,48 @@
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seconds_per_case: 40.7
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total_cost: 0.1497
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- dirname: 2024-09-20-21-47-17--qwen2.5-32b-instruct-q8_0-whole
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- dirname: 2024-11-21-23-33-47--ollama-qwen25-coder
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test_cases: 133
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model: ollama/qwen2.5:32b-instruct-q8_0
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edit_format: whole
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commit_hash: 2753ac6
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pass_rate_1: 46.6
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pass_rate_2: 58.6
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percent_cases_well_formed: 100.0
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error_outputs: 0
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num_malformed_responses: 0
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num_with_malformed_responses: 0
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user_asks: 1
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model: qwen2.5-coder:32b-instruct-q4_K_M
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edit_format: diff
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commit_hash: 488c88d-dirty
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pass_rate_1: 44.4
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pass_rate_2: 53.4
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percent_cases_well_formed: 44.4
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error_outputs: 231
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num_malformed_responses: 183
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num_with_malformed_responses: 74
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user_asks: 79
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lazy_comments: 0
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syntax_errors: 0
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syntax_errors: 2
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indentation_errors: 0
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exhausted_context_windows: 0
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test_timeouts: 2
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command: aider --model ollama/qwen2.5:32b-instruct-q8_0
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date: 2024-09-20
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versions: 0.56.1.dev
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seconds_per_case: 1763.7
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command: aider --model ollama/qwen2.5-coder:32b-instruct-q4_K_M
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date: 2024-11-21
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versions: 0.64.2.dev
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seconds_per_case: 86.7
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total_cost: 0.0000
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- dirname: 2024-09-30-14-09-43--qwen2.5-32b-whole-2
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- dirname: 2024-11-22-03-33-30--ollama-qwen25-coder-krith-instruct
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test_cases: 133
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model: ollama/qwen2.5:32b
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edit_format: whole
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commit_hash: 765c4cb
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pass_rate_1: 44.4
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pass_rate_2: 54.1
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percent_cases_well_formed: 100.0
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error_outputs: 0
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num_malformed_responses: 0
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num_with_malformed_responses: 0
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user_asks: 9
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model: ollama/krith/qwen2.5-coder-32b-instruct:IQ2_M
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edit_format: diff
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commit_hash: fbadfcf-dirty
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pass_rate_1: 16.5
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pass_rate_2: 21.1
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percent_cases_well_formed: 60.9
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error_outputs: 1169
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num_malformed_responses: 148
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num_with_malformed_responses: 52
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user_asks: 58
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lazy_comments: 0
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syntax_errors: 0
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indentation_errors: 0
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syntax_errors: 3
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indentation_errors: 1
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exhausted_context_windows: 0
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test_timeouts: 3
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command: aider --model ollama/qwen2.5:32b
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date: 2024-09-30
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versions: 0.58.1.dev
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seconds_per_case: 134.9
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total_cost: 0.0000
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test_timeouts: 4
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command: aider --model ollama/krith/qwen2.5-coder-32b-instruct:IQ2_M
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date: 2024-11-22
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versions: 0.64.2.dev
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seconds_per_case: 169.7
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total_cost: 0.00
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@ -24,16 +24,16 @@ and local model servers like Ollama.
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{% include quant-chart.js %}
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</script>
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The graph above compares 4 different versions of the Qwen 2.5 32B model,
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The graph above compares 3 different versions of the Qwen 2.5 Coder 32B model,
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served both locally and from cloud providers.
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- The [HuggingFace weights](https://huggingface.co/Qwen/Qwen2.5-Coder-32B-Instruct) served via [glhf.chat](https://glhf.chat).
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- The results from [OpenRouter's mix of providers](https://openrouter.ai/qwen/qwen-2.5-coder-32b-instruct/providers) which serve the model with different levels of quantization.
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- Two Ollama models run locally.
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The best version of the model rivals GPT-4o, while the worst performer
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is more like GPT-3.5 Turbo.
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- Ollama locally serving [qwen2.5-coder:32b-instruct-q4_K_M)](https://ollama.com/library/qwen2.5-coder:32b-instruct-q4_K_M), which has `Q4_K_M` quantization.
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- Ollama locally serving [krith/qwen2.5-coder-32b-instruct:IQ2_M](https://ollama.com/krith/qwen2.5-coder-32b-instruct), which has IQ2_M quantization.
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The best version of the model rivals GPT-4o, while the worst performers
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are more like GPT-3.5 Turbo level to completely useless.
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## Choosing providers with OpenRouter
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@ -41,3 +41,7 @@ OpenRouter allows you to ignore specific providers in your
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[preferences](https://openrouter.ai/settings/preferences).
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This can be effective to exclude highly quantized or otherwise
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undesirable providers.
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{: .note }
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The original version of this article included incorrect Ollama models
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that were not Qwen 2.5 Coder 32B.
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