mirror of
https://github.com/NousResearch/hermes-agent.git
synced 2026-05-03 02:11:48 +00:00
0dd373ec43
When a user sets model.context_length in config.yaml, the value was only used for Hermes' internal compression decisions (context_compressor) but NOT for Ollama's num_ctx parameter. Ollama auto-detects context from GGUF metadata (often 256K+) and allocates that much VRAM regardless of the user's config — causing OOM on smaller GPUs like the P100 (16GB). Root cause: two separate context values existed independently: - context_compressor.context_length = config value (e.g. 65536) ✓ - _ollama_num_ctx = GGUF metadata value (e.g. 256000) ✗ ignored config Changes: 1. Cap Ollama num_ctx to config context_length (run_agent.py) When model.context_length is explicitly set and no explicit ollama_num_ctx override exists, cap the auto-detected GGUF value to the user's context_length. This is the core fix — it prevents Ollama from allocating more VRAM than the user budgeted. 2. Pass config_context_length through all secondary call sites Several paths called get_model_context_length() without the config override, falling through to the 256K default fallback: - cli.py: @-reference expansion and /model switch display - gateway/run.py: @-reference expansion and /model switch display - tui_gateway/server.py: @-reference expansion - hermes_cli/model_switch.py: resolve_display_context_length() 3. Normalize root-level context_length in config (hermes_cli/config.py) _normalize_root_model_keys() now migrates root-level context_length into the model section, matching existing behavior for provider and base_url. Users who wrote `context_length: 65536` at the YAML root instead of under `model:` had it silently ignored. 4. Fix misleading comments (agent/model_metadata.py) DEFAULT_FALLBACK_CONTEXT is 256K (CONTEXT_PROBE_TIERS[0]), not 128K as two comments stated. Tests: 3 new tests for root-level context_length normalization. All existing context_length tests pass (96 tests). |
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| .. | ||
| acp | ||
| agent | ||
| cli | ||
| cron | ||
| e2e | ||
| environments/benchmarks | ||
| fakes | ||
| gateway | ||
| hermes_cli | ||
| hermes_state | ||
| honcho_plugin | ||
| integration | ||
| openviking_plugin | ||
| plugins | ||
| run_agent | ||
| skills | ||
| tools | ||
| tui_gateway | ||
| website | ||
| __init__.py | ||
| conftest.py | ||
| run_interrupt_test.py | ||
| test_account_usage.py | ||
| test_atomic_replace_symlinks.py | ||
| test_base_url_hostname.py | ||
| test_batch_runner_checkpoint.py | ||
| test_cli_file_drop.py | ||
| test_cli_manual_compress.py | ||
| test_cli_skin_integration.py | ||
| test_ctx_halving_fix.py | ||
| test_empty_model_fallback.py | ||
| test_evidence_store.py | ||
| test_hermes_constants.py | ||
| test_hermes_logging.py | ||
| test_hermes_state.py | ||
| test_honcho_client_config.py | ||
| test_install_sh_setup_wizard_tty_probe.py | ||
| test_ipv4_preference.py | ||
| test_mcp_serve.py | ||
| test_mini_swe_runner.py | ||
| test_minimax_model_validation.py | ||
| test_minimax_oauth.py | ||
| test_minisweagent_path.py | ||
| test_model_picker_scroll.py | ||
| test_model_tools.py | ||
| test_model_tools_async_bridge.py | ||
| test_ollama_num_ctx.py | ||
| test_packaging_metadata.py | ||
| test_plugin_skills.py | ||
| test_project_metadata.py | ||
| test_retry_utils.py | ||
| test_sql_injection.py | ||
| test_subprocess_home_isolation.py | ||
| test_timezone.py | ||
| test_toolset_distributions.py | ||
| test_toolsets.py | ||
| test_trajectory_compressor.py | ||
| test_trajectory_compressor_async.py | ||
| test_transform_tool_result_hook.py | ||
| test_tui_gateway_server.py | ||
| test_utils_truthy_values.py | ||
| test_yuanbao_integration.py | ||
| test_yuanbao_markdown.py | ||
| test_yuanbao_pipeline.py | ||
| test_yuanbao_proto.py | ||