llm, further reduce contexts based on testing, now using 2.5:14b for Complete successfully alongside the RAM needs of 3:30b on Cline.
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@@ -62,8 +62,8 @@
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# Conversely:
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# Conversely:
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# - qwen3.5:4b would be 3.3GB * 1.3 = 4290, rather than 4000.
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# - qwen3.5:4b would be 3.3GB * 1.3 = 4290, rather than 4000.
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llm_size_coef: 1.3
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llm_size_coef: 1.3
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# Take the GB of RAM and use it as the MB of context.
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# Use the MB of RAM as the context, with a maximum to prevent swapping.
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llm_context: "{{ [(ansible_memtotal_mb | round(-3, method='ceil')), 32000] | max | int }}"
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llm_context: "{{ [(ansible_memtotal_mb | round(-3, method='ceil')), 32000] | min | int }}"
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- name: Workstation | Linux | Software | LLMs | Facts 02
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- name: Workstation | Linux | Software | LLMs | Facts 02
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ansible.builtin.set_fact:
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ansible.builtin.set_fact:
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@@ -591,7 +591,7 @@
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[providers.models.ollama.{{ llm.provider }}]
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[providers.models.ollama.{{ llm.provider }}]
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model = "{{ llm.model }}"
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model = "{{ llm.model }}"
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timeout_secs = 3600 # 1 hour, default is 120 (2 minutes), issue happens between 5 and 6 minutes though.
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timeout_secs = 3600 # 1 hour, default is 120 (2 minutes), issue happens between 5 and 6 minutes though.
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context_window = {{ [llm_context, llm.context, 24000] | min | int }}
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context_window = {{ [llm_context, llm.context, 16000] | min | int }}
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max_tokens = {{ [llm_tokens, (llm.context / 4), 4000] | min | int }}
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max_tokens = {{ [llm_tokens, (llm.context / 4), 4000] | min | int }}
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{% endif %}
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{% endif %}
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@@ -625,14 +625,14 @@
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provider: ollama
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provider: ollama
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model: {{ llm.model }}
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model: {{ llm.model }}
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defaultCompletionOptions:
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defaultCompletionOptions:
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contextLength: {{ [llm_context, llm.context, 32000] | min | int }}
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contextLength: {{ [llm_context, llm.context, 24000] | min | int }}
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maxTokens: {{ [llm_tokens, (llm.context / 4), 8000] | min | int }}
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maxTokens: {{ [llm_tokens, (llm.context / 4), 8000] | min | int }}
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- name: {{ llm.provider }}_autocomplete
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- name: {{ llm.provider }}_autocomplete
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provider: ollama
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provider: ollama
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model: {{ llm.model }}
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model: {{ llm.model }}
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defaultCompletionOptions:
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defaultCompletionOptions:
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contextLength: {{ [llm_context, llm.context, 16000] | min | int }}
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contextLength: {{ [llm_context, llm.context, 12000] | min | int }}
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maxTokens: {{ [llm_tokens, (llm.context / 4), 2000] | min | int }}
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maxTokens: {{ [llm_tokens, (llm.context / 4), 2000] | min | int }}
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roles:
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roles:
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- autocomplete
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- autocomplete
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